huggingface/paper-central-data-2 · Datasets at Hugging Face

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Workshop/Federated_Learning	https://openreview.net/forum?id=1ww9tjEQVL	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	FedLDA: Personalized Federated Learning Through Collaborative Linear Discriminant Analysis	[ "Connor Mclaughlin", "Lili Su" ]
Workshop/Federated_Learning	https://openreview.net/forum?id=06quMTmtRV	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models	[ "Sara Babakniya", "Ahmed Roushdy Elkordy", "Yahya H. Ezzeldin", "Qingfeng Liu", "Kee-Bong Song", "MOSTAFA EL-Khamy", "Salman Avestimehr" ]
Workshop/SoLaR	https://openreview.net/forum?id=zKDSfGhCoK	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Do Personality Tests Generalize to Large Language Models?	[ "Florian Dorner", "Tom Sühr", "Samira Samadi", "Augustin Kelava" ]
Workshop/SoLaR	https://openreview.net/forum?id=zBbpEfbuTm	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	MoPe: Model Perturbation-based Privacy Attacks on Language Models	[ "Jason Wang", "Jeffrey Wang", "Marvin Li", "Seth Neel" ]
Workshop/SoLaR	https://openreview.net/forum?id=yOP4RvPpeK	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Language Model Detectors Are Easily Optimized Against	[ "Charlotte Nicks", "Eric Mitchell", "Rafael Rafailov", "Archit Sharma", "Christopher Manning", "Chelsea Finn", "Stefano Ermon" ]
Workshop/SoLaR	https://openreview.net/forum?id=wKe6jE065x	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Large Language Model Unlearning	[ "Yuanshun Yao", "Xiaojun Xu", "Yang Liu" ]
Workshop/SoLaR	https://openreview.net/forum?id=v1WL01lgp8	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Efficient Evaluation of Bias in Large Language Models through Prompt Tuning	[ "Jacob-Junqi Tian", "D. Emerson", "Deval Pandya", "Laleh Seyyed-Kalantari", "Faiza Khattak" ]
Workshop/SoLaR	https://openreview.net/forum?id=tko8Ln5roY	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Dissecting Large Language Models	[ "Nicky Pochinkov", "Nandi Schoots" ]
Workshop/SoLaR	https://openreview.net/forum?id=t6ill8O1bq	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Comparing Optimization Targets for Contrast-Consistent Search	[ "Hugo Fry", "Seamus Fallows", "Jamie Wright", "Ian Fan", "Nandi Schoots" ]
Workshop/SoLaR	https://openreview.net/forum?id=rOiymxm8tQ	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models	[ "Sicheng Zhu", "Ruiyi Zhang", "Bang An", "Gang Wu", "Joe Barrow", "Zichao Wang", "Furong Huang", "Ani Nenkova", "Tong Sun" ]
Workshop/SoLaR	https://openreview.net/forum?id=pn83r8V2sv	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Low-Resource Languages Jailbreak GPT-4	[ "Zheng Xin Yong", "Cristina Menghini", "Stephen Bach" ]
Workshop/SoLaR	https://openreview.net/forum?id=pJmgsDJXe0	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Post-Deployment Regulatory Oversight for General-Purpose Large Language Models	[ "Carson Ezell", "Abraham Loeb" ]
Workshop/SoLaR	https://openreview.net/forum?id=mVhOKo62Q2	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Are Large Language Models Really Robust to Word-Level Perturbations?	[ "Haoyu Wang", "Guozheng Ma", "Cong Yu", "Ning Gui", "Linrui Zhang", "Zhiqi Huang", "Suwei Ma", "Yongzhe Chang", "Sen Zhang", "Li Shen", "Xueqian Wang", "Peilin Zhao", "Dacheng Tao" ]
Workshop/SoLaR	https://openreview.net/forum?id=m6xyTie61H	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Eliciting Language Model Behaviors using Reverse Language Models	[ "Jacob Pfau", "Alex Infanger", "Abhay Sheshadri", "Ayush Panda", "Julian Michael", "Curtis Huebner" ]
Workshop/SoLaR	https://openreview.net/forum?id=jo57H1CpD8	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Controlled Decoding from Language Models	[ "Sidharth Mudgal", "Jong Lee", "Harish Ganapathy", "YaGuang Li", "Tao Wang", "Yanping Huang", "Zhifeng Chen", "Heng-Tze Cheng", "Michael Collins", "Jilin Chen", "Alex Beutel", "Ahmad Beirami" ]
Workshop/SoLaR	https://openreview.net/forum?id=izC60DLg29	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	The Effect of Group Status on the Variability of Group Representations in LLM-generated Text	[ "Messi Lee", "Jacob Montgomery", "Calvin Lai" ]
Workshop/SoLaR	https://openreview.net/forum?id=hCZGKGZ802	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Learning Inner Monologue and Its Utilization in Vision-Language Challenges	[ "Diji Yang", "Kezhen Chen", "Jinmeng Rao", "Xiaoyuan Guo", "Yawen Zhang", "Jie Yang", "Yi Zhang" ]
Workshop/SoLaR	https://openreview.net/forum?id=Y6M3uaQwLz	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	A Simple Test of Expected Utility Theory with GPT	[ "Mengxin Wang" ]
Workshop/SoLaR	https://openreview.net/forum?id=WcGXAxhC81	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	A Divide-Conquer-Reasoning Approach to Consistency Evaluation and Improvement in Blackbox Large Language Models	[ "Wendi Cui", "Jiaxin Zhang", "Zhuohang Li", "Damien Lopez", "Kamalika Das", "Bradley Malin", "Sricharan Kumar" ]
Workshop/SoLaR	https://openreview.net/forum?id=VMOMKhAm7q	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Compositional preference models for alignment with scalable oversight	[ "Dongyoung Go", "Tomasz Korbak", "Germàn Kruszewski", "Jos Rozen", "Marc Dymetman" ]
Workshop/SoLaR	https://openreview.net/forum?id=V1740FqidS	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Investigating the Fairness of Large Language Models for Predictions on Tabular Data	[ "Yanchen Liu", "Srishti Gautam", "Jiaqi Ma", "Himabindu Lakkaraju" ]
Workshop/SoLaR	https://openreview.net/forum?id=R8XHBFJOl5	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	User Inference Attacks on LLMs	[ "Nikhil Kandpal", "Krishna Pillutla", "Alina Oprea", "Peter Kairouz", "Christopher Choquette-Choo", "Zheng Xu" ]
Workshop/SoLaR	https://openreview.net/forum?id=QyRganPqPz	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Using Chain-of-Thought Prompting for Interpretable Recognition of Social Bias	[ "Jacob-Junqi Tian", "Omkar Dige", "D. Emerson", "Faiza Khattak" ]
Workshop/SoLaR	https://openreview.net/forum?id=QSPHfgw5fp	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Developing A Conceptual Framework for Analyzing People in Unstructured Data	[ "Mark Diaz", "Sunipa Dev", "Emily Reif", "Emily Denton", "Vinodkumar Prabhakaran" ]
Workshop/SoLaR	https://openreview.net/forum?id=PjSx6xAUOu	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Breaking Physical and Linguistic Borders: Privacy-Preserving Multilingual Prompt Tuning for Low-Resource Languages	[ "Wanru Zhao", "Yihong Chen" ]
Workshop/SoLaR	https://openreview.net/forum?id=HoIEKQhiRs	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	An International Consortium for AI Risk Evaluations	[ "Ross Gruetzemacher", "Alan Chan", "Štěpán Los", "Kevin Frazier", "Siméon Campos", "Matija Franklin", "James Fox", "Jose Hernandez-Orallo", "Christin Manning", "Philip Tomei", "Kyle Kilian" ]
Workshop/SoLaR	https://openreview.net/forum?id=Fc2FaS9mYJ	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Towards Optimal Statistical Watermarking	[ "Baihe Huang", "Banghua Zhu", "Hanlin Zhu", "Jason Lee", "Jiantao Jiao", "Michael Jordan" ]
Workshop/SoLaR	https://openreview.net/forum?id=FMINWxrHOJ	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	SuperHF: Supervised Iterative Learning from Human Feedback	[ "Gabriel Mukobi", "Peter Chatain", "Su Fong", "Robert Windesheim", "Gitta Kutyniok", "Kush Bhatia", "Silas Alberti" ]
Workshop/SoLaR	https://openreview.net/forum?id=FKwtKzglFb	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Training Private and Efficient Language Models with Synthetic Data from LLMs	[ "Da Yu", "Arturs Backurs", "Sivakanth Gopi", "Huseyin Inan", "Janardhan Kulkarni", "Zinan Lin", "Chulin Xie", "Huishuai Zhang", "Wanrong Zhang" ]
Workshop/SoLaR	https://openreview.net/forum?id=DRk4bWKr41	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Towards a Situational Awareness Benchmark for LLMs	[ "Rudolf Laine", "Alexander Meinke", "Owain Evans" ]
Workshop/SoLaR	https://openreview.net/forum?id=AW1T4xxZ6F	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Risk Assessment and Statistical Significance in the Age of Foundation Models	[ "Apoorva Nitsure", "Youssef Mroueh", "Mattia Rigotti", "Kristjan Greenewald", "Brian Belgodere", "Mikhail Yurochkin", "Jiri Navratil", "Igor Melnyk", "Jarret Ross" ]
Workshop/SoLaR	https://openreview.net/forum?id=9xhUufywBX	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	An Archival Perspective on Pretraining Data	[ "Meera Desai", "Abigail Jacobs", "Dallas Card" ]
Workshop/SoLaR	https://openreview.net/forum?id=9O6hbiDLU7	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Bayesian low-rank adaptation for large language models	[ "Adam Yang", "Maxime Robeyns", "Xi Wang", "Laurence Aitchison" ]
Workshop/SoLaR	https://openreview.net/forum?id=6pnRSD1xFe	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Are Models Biased on Text without Gender-related Language?	[ "Catarina Belém", "Preethi Seshadri", "Yasaman Razeghi", "Sameer Singh" ]
Workshop/SoLaR	https://openreview.net/forum?id=6mHKQkV8NY	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	The Empty Signifier Problem: Towards Clearer Paradigms for Operationalising "Alignment” in Large Language Models	[ "Hannah Kirk", "Bertie Vidgen", "Paul Rottger", "Scott Hale" ]
Workshop/SoLaR	https://openreview.net/forum?id=6U1HlBXezs	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Understanding Hidden Context in Preference Learning: Consequences for RLHF	[ "Anand Siththaranjan", "Cassidy Laidlaw", "Dylan Hadfield-Menell" ]
Workshop/SoLaR	https://openreview.net/forum?id=4JNa7bg4tn	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Towards Publicly Accountable Frontier LLMs	[ "Markus Anderljung", "Everett Smith", "Joe O'Brien", "Lisa Soder", "Benjamin Bucknall", "Emma Bluemke", "Jonas Schuett", "Robert Trager", "Lacey Strahm", "Rumman Chowdhury" ]
Workshop/SoLaR	https://openreview.net/forum?id=1kavETZX3Y	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Forbidden Facts: An Investigation of Competing Objectives in Llama 2	[ "Tony Wang", "Miles Kai", "Kaivalya Hariharan", "Nir Shavit" ]
Workshop/AI4Mat	https://openreview.net/forum?id=zZPICTs5gB	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	A Bayesian Approach to Designing Microstructures and Processing Pathways for Tailored Material Properties	[ "Adam P. Generale", "Conlain Kelly", "Grayson Harrington", "Andreas Euan Robertson", "Michael Buzzy", "Surya Kalidindi" ]
Workshop/AI4Mat	https://openreview.net/forum?id=xxyHjer00Y	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Phonon predictions with E(3)-equivariant graph neural networks	[ "Shiang Fang", "Mario Geiger", "Joseph Checkelsky", "Tess Smidt" ]
Workshop/AI4Mat	https://openreview.net/forum?id=wug7i3O7y1	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	MTENCODER: A Multi-task Pretrained Transformer Encoder for Materials Representation Learning	[ "Thorben Prein", "Elton Pan", "Tom Doerr", "Elsa Olivetti", "Jennifer L.M. Rupp" ]
Workshop/AI4Mat	https://openreview.net/forum?id=waQPqifiuC	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Data Efficient Training for Materials Property Prediction Using Active Learning Querying	[ "Carmelo Gonzales", "Kin Long Kelvin Lee", "Bin Mu", "Mikhail Galkin", "Santiago Miret" ]
Workshop/AI4Mat	https://openreview.net/forum?id=teN9tMyzCm	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	CoNO: Complex Neural Operator for Continuous Dynamical Systems	[ "Karn Tiwari", "N M Anoop Krishnan", "Prathosh AP" ]
Workshop/AI4Mat	https://openreview.net/forum?id=rz7qRZqk9h	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Tokenizer Effect on Functional Material Prediction: Investigating Contextual Word Embeddings for Knowledge Discovery	[ "Tong Xie", "Yuwei Wan", "Ke Lu", "Wenjie Zhang", "Chunyu Kit", "Bram Hoex" ]
Workshop/AI4Mat	https://openreview.net/forum?id=qpQr8px2Pz	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Retrieval of synthesis parameters of polymer nanocomposites using LLMs	[ "Defne Circi", "Ghazal Khalighinejad", "Shruti Badhwar", "Bhuwan Dhingra", "L. Brinson" ]
Workshop/AI4Mat	https://openreview.net/forum?id=qBWcaz5pWd	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Out of Domain Stress Prediction on a Dataset of Simulated 3D Polycrystalline Microstructures	[ "Thomas Lu", "Aarti Singh" ]
Workshop/AI4Mat	https://openreview.net/forum?id=pKmcMaULn1	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	CURATOR: Autonomous Batch Active-Learning Workflow for Catalysts	[ "Xin Yang", "Renata Sechi", "Martin Hoffmann Petersen", "Arghya Bhowmik", "Heine Anton Hansen" ]
Workshop/AI4Mat	https://openreview.net/forum?id=mlQMqXo083	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Self-supervised Crack Detection in X-ray Computed Tomography Data of Additive Manufacturing Parts	[ "Saber Nemati", "Seyedeh Shaghayegh Rabbanian", "Hao Wang", "Leslie Butler", "Shengmin Guo" ]
Workshop/AI4Mat	https://openreview.net/forum?id=mVttK4r1Zt	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Active learning for excited states dynamics simulations to discover molecular degradation pathways	[ "Chen Zhou", "Prashant Kumar", "Daniel Escudero", "Pascal Friederich" ]
Workshop/AI4Mat	https://openreview.net/forum?id=lXHSXyyLhd	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Capturing Formulation Design of Battery Electrolytes with Chemical Large Language Model	[ "Eduardo Soares", "Vidushi Sharma", "Emilio Vital Brazil", "Renato Cerqueira", "Young-Hye Na" ]
Workshop/AI4Mat	https://openreview.net/forum?id=l3K28QS6R6	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Connectivity Optimized Nested Line Graph Networks for Crystal Structures	[ "Robin Ruff", "Patrick Reiser", "Jan Stuehmer", "Pascal Friederich" ]
Workshop/AI4Mat	https://openreview.net/forum?id=l167FjdPOv	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Crystal-GFN: sampling materials with desirable properties and constraints	[ "Mistal", "Alex Hernández-García", "Alexandra Volokhova", "Alexandre AGM Duval", "Yoshua Bengio", "Divya Sharma", "Pierre Luc Carrier", "Michał Koziarski", "Victor Schmidt" ]
Workshop/AI4Mat	https://openreview.net/forum?id=kupYlLLGdf	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	PIHLoRA: Physics-informed hypernetworks for low-ranked adaptation	[ "Ritam Majumdar", "Vishal Sudam Jadhav", "Anirudh Deodhar", "Shirish Karande", "Lovekesh Vig", "Venkataramana Runkana" ]
Workshop/AI4Mat	https://openreview.net/forum?id=kjUylvko18	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	LLM Drug Discovery Challenge: A Contest as a Feasibility Study on the Utilization of Large Language Models in Medicinal Chemistry	[ "Kusuri Murakumo", "Naruki Yoshikawa", "Kentaro Rikimaru", "Shogo Nakamura", "Kairi Furui", "Takamasa Suzuki", "Hiroyuki Yamasaki", "Yuki Nishigaya", "Yuzo Takagi", "Masahito Ohue" ]
Workshop/AI4Mat	https://openreview.net/forum?id=jtAXitX6dh	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Machine learning force field ranking of candidate solid electrolyte interphase structures in Li-ion batteries	[ "James Minuse Stevenson" ]
Workshop/AI4Mat	https://openreview.net/forum?id=josIqIStKs	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	MatSciML: A Broad, Multi-Task Benchmark for Solid-State Materials Modeling	[ "Kin Long Kelvin Lee", "Carmelo Gonzales", "Marcel Nassar", "Matthew Spellings", "Mikhail Galkin", "Santiago Miret" ]
Workshop/AI4Mat	https://openreview.net/forum?id=iSFsLFsGYX	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Message Passing Neural Network for Predicting Dipole Moment Dependent Core Electron Excitation Spectra	[ "Kiyou Shibata", "Teruyasu Mizoguchi" ]
Workshop/AI4Mat	https://openreview.net/forum?id=ezuhvZAaUF	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Eco-Comp: Towards Responsible Computing in Materials Science	[ "Sai Lingampalli", "El Tayeb Bentria", "Fadwa El Mellouhi" ]
Workshop/AI4Mat	https://openreview.net/forum?id=eDlEn1PPJw	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	HEPOM: A predictive framework for accelerated Hydrolysis Energy Predictions of Organic Molecules	[ "Rishabh Debraj Guha", "Santiago Vargas", "Evan Walter Clark Spotte-Smith", "Alex R Epstein", "Maxwell Christopher Venetos", "Mingjian Wen", "Ryan Kingsbury", "Samuel M Blau", "Kristin Persson" ]
Workshop/AI4Mat	https://openreview.net/forum?id=dJuDv4MKLE	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Hierarchical GFlowNet for Crystal Structure Generation	[ "Tri Minh Nguyen", "Sherif Abdulkader Tawfik", "Truyen Tran", "Sunil Gupta", "Santu Rana", "Svetha Venkatesh" ]
Workshop/AI4Mat	https://openreview.net/forum?id=cSz69rFRvS	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Demonstrating ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistry	[ "Chris Beeler", "Sriram Ganapathi Subramanian", "Kyle Sprague", "Colin Bellinger", "Mark Crowley", "Isaac Tamblyn" ]
Workshop/AI4Mat	https://openreview.net/forum?id=cR1iE6MQ1y	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	MatKG-2: Unveiling precise material science ontology through autonomous committees of LLMs	[ "Vineeth Venugopal", "Elsa Olivetti" ]
Workshop/AI4Mat	https://openreview.net/forum?id=b3RULuNZjQ	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design	[ "Xiang Fu", "Tian Xie", "Andrew Scott Rosen", "Tommi Jaakkola", "Jake Allen Smith" ]
Workshop/AI4Mat	https://openreview.net/forum?id=akFqQokObE	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Learning the Language of NMR: Structure Elucidation from NMR spectra using Transformer Models	[ "Marvin Alberts", "Federico Zipoli", "Alain Vaucher" ]
Workshop/AI4Mat	https://openreview.net/forum?id=Ztku4ig4xM	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Impacts of Data and Models on Unsupervised Pre-training for Molecular Property Prediction	[ "Elizabeth Coda", "Gihan Uthpala Panapitiya", "Emily Saldanha" ]
Workshop/AI4Mat	https://openreview.net/forum?id=ZoTcKpyL3p	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Automatic Generation of Mechanistic Pathways of Organic Reactions with Dual Templates	[ "Shuan Chen", "Ramil Babazade", "Yousung Jung" ]
Workshop/AI4Mat	https://openreview.net/forum?id=XtEwUzaXJ3	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Learning Silicon Dopant Transitions in Graphene using Scanning Transmission Electron Microscopy	[ "Max Schwarzer", "Jesse Farebrother", "Joshua Greaves", "Kevin Roccapriore", "Ekin Cubuk", "Rishabh Agarwal", "Aaron Courville", "Marc Bellemare", "Sergei Kalinin", "Igor Mordatch", "Pablo Castro" ]
Workshop/AI4Mat	https://openreview.net/forum?id=VbjD8w2ctG	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Learning Conditional Policies for Crystal Design Using Offline Reinforcement Learning	[ "Prashant Govindarajan", "Santiago Miret", "Jarrid Rector-Brooks", "Mariano Phielipp", "Janarthanan Rajendran", "Sarath Chandar" ]
Workshop/AI4Mat	https://openreview.net/forum?id=TDhNb2Q9Xm	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Understanding Experimental Data by Identifying Symmetries with Deep Learning	[ "Yichen Guo", "Shuyu Qin", "Joshua Agar" ]
Workshop/AI4Mat	https://openreview.net/forum?id=SfEsK3O2KT	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Evaluating AI-guided Design for Scientific Discovery	[ "Michael Pekala", "Elizabeth Ann Pogue", "Kyle McElroy", "Alexander New", "Gregory Bassen", "Brandon Wilfong", "Janna Domenico", "Tyrel McQueen", "Christopher D Stiles" ]
Workshop/AI4Mat	https://openreview.net/forum?id=SKo0sLvaJH	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Multi-objective Evolutionary Design of Microstructures using Diffusion Autoencoders	[ "Anirudh Suresh", "Devesh Shah", "Alemayehu S Admasu", "Devesh Upadhyay", "Kalyanmoy Deb" ]
Workshop/AI4Mat	https://openreview.net/forum?id=QjnVVrixPW	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	High throughput decomposition of spectra	[ "Dumitru Mirauta", "Vladimir Gusev", "Michael W Gaultois", "Matthew Rosseinsky" ]
Workshop/AI4Mat	https://openreview.net/forum?id=NIBiIAOvvr	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Exploring Organic Syntheses through Natural Language	[ "Andres M Bran", "CHENG-HUA HUANG", "Philippe Schwaller" ]
Workshop/AI4Mat	https://openreview.net/forum?id=LkRfodp4tt	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	AnisoGNN: physics-informed graph neural networks that generalize to anisotropic properties of polycrystals	[ "Guangyu Hu", "Marat Latypov" ]
Workshop/AI4Mat	https://openreview.net/forum?id=L6AJmCkfNe	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Automated Diffraction Pattern Analysis for Identifying Crystal Systems Using Multiview Opinion Fusion Machine Learning	[ "Jie Chen", "Hengrui Zhang", "Carolin B Wahl", "Wei Liu", "Chad Mirkin", "Vinayak Dravid", "Daniel W Apley", "Wei Chen" ]
Workshop/AI4Mat	https://openreview.net/forum?id=ITda7kqxSn	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Rapid Fitting of Band-Excitation Piezoresponse Force Microscopy Using Physics Constrained Unsupervised Neural Networks	[ "Alibek T Kaliyev", "Ryan F Forelli", "Shuyu Qin", "Yichen Guo", "Seda Memik", "Michael W. Mahoney", "Amir Gholami", "Nhan Tran", "Philip Harris", "Martin Takáč", "Joshua Agar" ]
Workshop/AI4Mat	https://openreview.net/forum?id=HXGjCkp47o	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Tree-based Quantile Active Learning for automated discovery of MOFs	[ "Ashna Jose", "Emilie Devijver", "Noel JAKSE", "Valérie Monbet", "Roberta Poloni" ]
Workshop/AI4Mat	https://openreview.net/forum?id=FfvByyoVAO	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	CLCS : Contrastive Learning between Compositions and Structures for practical Li-ion battery electrodes design	[ "Jaewan Lee", "Changyoung Park", "Hongjun Yang", "Sehui Han", "Woohyung Lim" ]
Workshop/AI4Mat	https://openreview.net/forum?id=Eu2k9La3RB	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Combinatorial Optimization via Memory Metropolis: Template Networks for Proposal Distributions in Simulated Annealing applied to Nanophotonic Inverse Design	[ "Marlon Becker", "Marco Butz", "David Lemli", "Carsten Schuck", "Benjamin Risse" ]
Workshop/AI4Mat	https://openreview.net/forum?id=EiT2bLsfM9	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Multi-modal Foundation Model for Material Design	[ "Seiji Takeda", "Indra Priyadarsini", "Akihiro Kishimoto", "Hajime Shinohara", "Lisa Hamada", "Hirose Masataka", "Junta Fuchiwaki", "Daiju Nakano" ]
Workshop/AI4Mat	https://openreview.net/forum?id=CjPCM6wXWb	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Inverse-design of organometallic catalysts with guided equivariant diffusion	[ "François R J Cornet", "Bardi Benediktsson", "Bjarke Hastrup", "Arghya Bhowmik", "Mikkel N. Schmidt" ]
Workshop/AI4Mat	https://openreview.net/forum?id=7yt3N0o0W9	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Extremely Noisy 4D-TEM Strain Mapping Using Cycle Consistent Spatial Transforming Autoencoders	[ "Shuyu Qin", "Joshua Agar", "Nhan Tran" ]
Workshop/AI4Mat	https://openreview.net/forum?id=6E2qjEf7Rs	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Graph-to-String Variational Autoencoder for Synthetic Polymer Design	[ "Gabriel Vogel", "Paolo Sortino", "Jana Marie Weber" ]
Workshop/AI4Mat	https://openreview.net/forum?id=57EslEJNOj	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Active Causal Machine Learning for Molecular Property Prediction	[ "Zachary R Fox", "Ayana Ghosh" ]
Workshop/AI4Mat	https://openreview.net/forum?id=511z1DGjPi	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	rvesimulator: An automated representative volume element simulator for data-driven material discovery	[ "Jiaxiang Yi", "Miguel Anibal Bessa" ]
Workshop/AI4Mat	https://openreview.net/forum?id=4zUU50Ddhc	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	ExPT: Synthetic Pretraining for Few-Shot Experimental Design	[ "Tung Nguyen", "Sudhanshu Agrawal", "Aditya Grover" ]
Workshop/AI4Mat	https://openreview.net/forum?id=4ilKwquW51	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Unveiling the Secrets of ^1H-NMR Spectroscopy: A Novel Approach Utilizing Attention Mechanisms	[ "Oliver Schilter", "Marvin Alberts", "Federico Zipoli", "Alain C. Vaucher", "Philippe Schwaller", "Teodoro Laino" ]
Workshop/AI4Mat	https://openreview.net/forum?id=3Huw3pa8TR	oral	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Investigating extrapolation and low-data challenges via contrastive learning of chemical compositions	[ "Federico Ottomano", "Giovanni De Felice", "Rahul Savani", "Vladimir Gusev", "Matthew Rosseinsky" ]
Workshop/AI4Mat	https://openreview.net/forum?id=3GiwwOJ1be	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Extracting a Database of Challenges and Mitigation Strategies for Sodium-ion Battery Development	[ "Mrigi Munjal", "Thorben Prein", "Vineeth Venugopal", "Kevin J Huang", "Elsa Olivetti" ]
Workshop/AI4Mat	https://openreview.net/forum?id=32XS0zXPqU	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Deep inverse design of hydrophobic patches on DNA origami for mesoscale assembly of superlattices	[ "Po-An Lin", "Simiao Ren", "Jonathan Caswell Piland", "Leslie M. Collins", "Stefan Zauscher", "Yonggang Ke", "Gaurav Arya" ]
Workshop/AI4Mat	https://openreview.net/forum?id=2jTnJFijQT	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	CoDBench: A Critical Evaluation of Data-driven Models for Continuous Dynamical Systems	[ "Priyanshu Burark", "Karn Tiwari", "Meer Mehran Rashid", "Prathosh AP", "N M Anoop Krishnan" ]
Workshop/AI4Mat	https://openreview.net/forum?id=0Qx8vlXKRk	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics	[ "Suresh Bishnoi", "Jayadeva Jayadeva", "Sayan Ranu", "N M Anoop Krishnan" ]
Workshop/CompSust	https://openreview.net/forum?id=z5dAdYOgbs	oraltalk	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Model Evaluation for Geospatial Problems	[ "Jing Wang", "Tyler Hallman", "Laurel Hopkins", "John Burns Kilbride", "W. Douglas Robinson", "Rebecca Hutchinson" ]
Workshop/CompSust	https://openreview.net/forum?id=vjwYYlA8Pj	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	AI for Whom? Shedding Critical Light on AI for Social Good	[ "Nyalleng Moorosi", "Raesetje Sefala", "Sasha Luccioni" ]
Workshop/CompSust	https://openreview.net/forum?id=oa7XXLuJnO	oraltalk	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Moving targets: When does a poverty prediction model need to be updated?	[ "Emily Aiken", "Tim Ohlenburg", "Joshua Blumenstock" ]
Workshop/CompSust	https://openreview.net/forum?id=dmjT841VuV	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	REALLIGHT: DRL based Intersection Control in Developing Countries without Traffic Simulators	[ "Sachin Chauhan", "Rijurekha Sen" ]
Workshop/CompSust	https://openreview.net/forum?id=Y08yLPFm1z	oraltalk	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Unsupervised Domain Adaptation in the Real World: A Case Study in Sonar Video	[ "Justin Kay", "Suzanne Stathatos", "Siqi Deng", "Erik Young", "Pietro Perona", "Sara Beery", "Grant Van Horn" ]
Workshop/CompSust	https://openreview.net/forum?id=WS9liG8rxI	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Identifying Stop-and-Go Congestion with Data-Driven Traffic Reconstruction	[ "Shreyaa Raghavan", "Edgar Ramirez Sanchez", "Cathy Wu" ]
Workshop/CompSust	https://openreview.net/forum?id=UIfp44BWDi	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	Is the Facebook Ad Algorithm a Climate Discourse Influencer?	[ "Aruna Sankaranarayanan", "Erik Hemberg", "Piotr Sapiezynski", "Una-May O'Reilly" ]
Workshop/CompSust	https://openreview.net/forum?id=N2qmwRMrzo	poster	NeurIPS2023	null	null	null	null	null	null	null	null	null	NaT	A Semi-Automated System to Annotate Communal Roosts in Large-Scale Weather Radar Data	[ "Wenlong Zhao", "Gustavo Perez", "Zezhou Cheng", "Maria Carolina Tiburcio Dias Belotti", "Yuting Deng", "Victoria Simons", "Elske K Tielens", "Jeffrey Kelly", "Kyle Horton", "Subhransu Maji", "Daniel Sheldon" ]

Workshop/Federated_Learning

https://openreview.net/forum?id=1ww9tjEQVL

poster

NeurIPS2023

null

NaT

FedLDA: Personalized Federated Learning Through Collaborative Linear Discriminant Analysis

[ "Connor Mclaughlin", "Lili Su" ]

Workshop/Federated_Learning

https://openreview.net/forum?id=06quMTmtRV

oral

NeurIPS2023

null

NaT

SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models

[ "Sara Babakniya", "Ahmed Roushdy Elkordy", "Yahya H. Ezzeldin", "Qingfeng Liu", "Kee-Bong Song", "MOSTAFA EL-Khamy", "Salman Avestimehr" ]

Workshop/SoLaR

https://openreview.net/forum?id=zKDSfGhCoK

poster

NeurIPS2023

null

NaT

Do Personality Tests Generalize to Large Language Models?

[ "Florian Dorner", "Tom Sühr", "Samira Samadi", "Augustin Kelava" ]

Workshop/SoLaR

https://openreview.net/forum?id=zBbpEfbuTm

poster

NeurIPS2023

null

NaT

MoPe: Model Perturbation-based Privacy Attacks on Language Models

[ "Jason Wang", "Jeffrey Wang", "Marvin Li", "Seth Neel" ]

Workshop/SoLaR

https://openreview.net/forum?id=yOP4RvPpeK

poster

NeurIPS2023

null

NaT

Language Model Detectors Are Easily Optimized Against

[ "Charlotte Nicks", "Eric Mitchell", "Rafael Rafailov", "Archit Sharma", "Christopher Manning", "Chelsea Finn", "Stefano Ermon" ]

Workshop/SoLaR

https://openreview.net/forum?id=wKe6jE065x

poster

NeurIPS2023

null

NaT

Large Language Model Unlearning

[ "Yuanshun Yao", "Xiaojun Xu", "Yang Liu" ]

Workshop/SoLaR

https://openreview.net/forum?id=v1WL01lgp8

poster

NeurIPS2023

null

NaT

Efficient Evaluation of Bias in Large Language Models through Prompt Tuning

[ "Jacob-Junqi Tian", "D. Emerson", "Deval Pandya", "Laleh Seyyed-Kalantari", "Faiza Khattak" ]

Workshop/SoLaR

https://openreview.net/forum?id=tko8Ln5roY

poster

NeurIPS2023

null

NaT

Dissecting Large Language Models

[ "Nicky Pochinkov", "Nandi Schoots" ]

Workshop/SoLaR

https://openreview.net/forum?id=t6ill8O1bq

poster

NeurIPS2023

null

NaT

Comparing Optimization Targets for Contrast-Consistent Search

[ "Hugo Fry", "Seamus Fallows", "Jamie Wright", "Ian Fan", "Nandi Schoots" ]

Workshop/SoLaR

https://openreview.net/forum?id=rOiymxm8tQ

poster

NeurIPS2023

null

NaT

AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models

[ "Sicheng Zhu", "Ruiyi Zhang", "Bang An", "Gang Wu", "Joe Barrow", "Zichao Wang", "Furong Huang", "Ani Nenkova", "Tong Sun" ]

Workshop/SoLaR

https://openreview.net/forum?id=pn83r8V2sv

oral

NeurIPS2023

null

NaT

Low-Resource Languages Jailbreak GPT-4

[ "Zheng Xin Yong", "Cristina Menghini", "Stephen Bach" ]

Workshop/SoLaR

https://openreview.net/forum?id=pJmgsDJXe0

poster

NeurIPS2023

null

NaT

Post-Deployment Regulatory Oversight for General-Purpose Large Language Models

[ "Carson Ezell", "Abraham Loeb" ]

Workshop/SoLaR

https://openreview.net/forum?id=mVhOKo62Q2

poster

NeurIPS2023

null

NaT

Are Large Language Models Really Robust to Word-Level Perturbations?

[ "Haoyu Wang", "Guozheng Ma", "Cong Yu", "Ning Gui", "Linrui Zhang", "Zhiqi Huang", "Suwei Ma", "Yongzhe Chang", "Sen Zhang", "Li Shen", "Xueqian Wang", "Peilin Zhao", "Dacheng Tao" ]

Workshop/SoLaR

https://openreview.net/forum?id=m6xyTie61H

oral

NeurIPS2023

null

NaT

Eliciting Language Model Behaviors using Reverse Language Models

[ "Jacob Pfau", "Alex Infanger", "Abhay Sheshadri", "Ayush Panda", "Julian Michael", "Curtis Huebner" ]

Workshop/SoLaR

https://openreview.net/forum?id=jo57H1CpD8

oral

NeurIPS2023

null

NaT

Controlled Decoding from Language Models

[ "Sidharth Mudgal", "Jong Lee", "Harish Ganapathy", "YaGuang Li", "Tao Wang", "Yanping Huang", "Zhifeng Chen", "Heng-Tze Cheng", "Michael Collins", "Jilin Chen", "Alex Beutel", "Ahmad Beirami" ]

Workshop/SoLaR

https://openreview.net/forum?id=izC60DLg29

poster

NeurIPS2023

null

NaT

The Effect of Group Status on the Variability of Group Representations in LLM-generated Text

[ "Messi Lee", "Jacob Montgomery", "Calvin Lai" ]

Workshop/SoLaR

https://openreview.net/forum?id=hCZGKGZ802

poster

NeurIPS2023

null

NaT

Learning Inner Monologue and Its Utilization in Vision-Language Challenges

[ "Diji Yang", "Kezhen Chen", "Jinmeng Rao", "Xiaoyuan Guo", "Yawen Zhang", "Jie Yang", "Yi Zhang" ]

Workshop/SoLaR

https://openreview.net/forum?id=Y6M3uaQwLz

oral

NeurIPS2023

null

NaT

A Simple Test of Expected Utility Theory with GPT

[ "Mengxin Wang" ]

Workshop/SoLaR

https://openreview.net/forum?id=WcGXAxhC81

poster

NeurIPS2023

null

NaT

A Divide-Conquer-Reasoning Approach to Consistency Evaluation and Improvement in Blackbox Large Language Models

[ "Wendi Cui", "Jiaxin Zhang", "Zhuohang Li", "Damien Lopez", "Kamalika Das", "Bradley Malin", "Sricharan Kumar" ]

Workshop/SoLaR

https://openreview.net/forum?id=VMOMKhAm7q

oral

NeurIPS2023

null

NaT

Compositional preference models for alignment with scalable oversight

[ "Dongyoung Go", "Tomasz Korbak", "Germàn Kruszewski", "Jos Rozen", "Marc Dymetman" ]

Workshop/SoLaR

https://openreview.net/forum?id=V1740FqidS

poster

NeurIPS2023

null

NaT

Investigating the Fairness of Large Language Models for Predictions on Tabular Data

[ "Yanchen Liu", "Srishti Gautam", "Jiaqi Ma", "Himabindu Lakkaraju" ]

Workshop/SoLaR

https://openreview.net/forum?id=R8XHBFJOl5

poster

NeurIPS2023

null

NaT

User Inference Attacks on LLMs

[ "Nikhil Kandpal", "Krishna Pillutla", "Alina Oprea", "Peter Kairouz", "Christopher Choquette-Choo", "Zheng Xu" ]

Workshop/SoLaR

https://openreview.net/forum?id=QyRganPqPz

poster

NeurIPS2023

null

NaT

Using Chain-of-Thought Prompting for Interpretable Recognition of Social Bias

[ "Jacob-Junqi Tian", "Omkar Dige", "D. Emerson", "Faiza Khattak" ]

Workshop/SoLaR

https://openreview.net/forum?id=QSPHfgw5fp

poster

NeurIPS2023

null

NaT

Developing A Conceptual Framework for Analyzing People in Unstructured Data

[ "Mark Diaz", "Sunipa Dev", "Emily Reif", "Emily Denton", "Vinodkumar Prabhakaran" ]

Workshop/SoLaR

https://openreview.net/forum?id=PjSx6xAUOu

oral

NeurIPS2023

null

NaT

Breaking Physical and Linguistic Borders: Privacy-Preserving Multilingual Prompt Tuning for Low-Resource Languages

[ "Wanru Zhao", "Yihong Chen" ]

Workshop/SoLaR

https://openreview.net/forum?id=HoIEKQhiRs

poster

NeurIPS2023

null

NaT

An International Consortium for AI Risk Evaluations

[ "Ross Gruetzemacher", "Alan Chan", "Štěpán Los", "Kevin Frazier", "Siméon Campos", "Matija Franklin", "James Fox", "Jose Hernandez-Orallo", "Christin Manning", "Philip Tomei", "Kyle Kilian" ]

Workshop/SoLaR

https://openreview.net/forum?id=Fc2FaS9mYJ

oral

NeurIPS2023

null

NaT

Towards Optimal Statistical Watermarking

[ "Baihe Huang", "Banghua Zhu", "Hanlin Zhu", "Jason Lee", "Jiantao Jiao", "Michael Jordan" ]

Workshop/SoLaR

https://openreview.net/forum?id=FMINWxrHOJ

poster

NeurIPS2023

null

NaT

SuperHF: Supervised Iterative Learning from Human Feedback

[ "Gabriel Mukobi", "Peter Chatain", "Su Fong", "Robert Windesheim", "Gitta Kutyniok", "Kush Bhatia", "Silas Alberti" ]

Workshop/SoLaR

https://openreview.net/forum?id=FKwtKzglFb

poster

NeurIPS2023

null

NaT

Training Private and Efficient Language Models with Synthetic Data from LLMs

[ "Da Yu", "Arturs Backurs", "Sivakanth Gopi", "Huseyin Inan", "Janardhan Kulkarni", "Zinan Lin", "Chulin Xie", "Huishuai Zhang", "Wanrong Zhang" ]

Workshop/SoLaR

https://openreview.net/forum?id=DRk4bWKr41

oral

NeurIPS2023

null

NaT

Towards a Situational Awareness Benchmark for LLMs

[ "Rudolf Laine", "Alexander Meinke", "Owain Evans" ]

Workshop/SoLaR

https://openreview.net/forum?id=AW1T4xxZ6F

poster

NeurIPS2023

null

NaT

Risk Assessment and Statistical Significance in the Age of Foundation Models

[ "Apoorva Nitsure", "Youssef Mroueh", "Mattia Rigotti", "Kristjan Greenewald", "Brian Belgodere", "Mikhail Yurochkin", "Jiri Navratil", "Igor Melnyk", "Jarret Ross" ]

Workshop/SoLaR

https://openreview.net/forum?id=9xhUufywBX

oral

NeurIPS2023

null

NaT

An Archival Perspective on Pretraining Data

[ "Meera Desai", "Abigail Jacobs", "Dallas Card" ]

Workshop/SoLaR

https://openreview.net/forum?id=9O6hbiDLU7

oral

NeurIPS2023

null

NaT

Bayesian low-rank adaptation for large language models

[ "Adam Yang", "Maxime Robeyns", "Xi Wang", "Laurence Aitchison" ]

Workshop/SoLaR

https://openreview.net/forum?id=6pnRSD1xFe

poster

NeurIPS2023

null

NaT

Are Models Biased on Text without Gender-related Language?

[ "Catarina Belém", "Preethi Seshadri", "Yasaman Razeghi", "Sameer Singh" ]

Workshop/SoLaR

https://openreview.net/forum?id=6mHKQkV8NY

poster

NeurIPS2023

null

NaT

The Empty Signifier Problem: Towards Clearer Paradigms for Operationalising "Alignment” in Large Language Models

[ "Hannah Kirk", "Bertie Vidgen", "Paul Rottger", "Scott Hale" ]

Workshop/SoLaR

https://openreview.net/forum?id=6U1HlBXezs

poster

NeurIPS2023

null

NaT

Understanding Hidden Context in Preference Learning: Consequences for RLHF

[ "Anand Siththaranjan", "Cassidy Laidlaw", "Dylan Hadfield-Menell" ]

Workshop/SoLaR

https://openreview.net/forum?id=4JNa7bg4tn

poster

NeurIPS2023

null

NaT

Towards Publicly Accountable Frontier LLMs

[ "Markus Anderljung", "Everett Smith", "Joe O'Brien", "Lisa Soder", "Benjamin Bucknall", "Emma Bluemke", "Jonas Schuett", "Robert Trager", "Lacey Strahm", "Rumman Chowdhury" ]

Workshop/SoLaR

https://openreview.net/forum?id=1kavETZX3Y

poster

NeurIPS2023

null

NaT

Forbidden Facts: An Investigation of Competing Objectives in Llama 2

[ "Tony Wang", "Miles Kai", "Kaivalya Hariharan", "Nir Shavit" ]

Workshop/AI4Mat

https://openreview.net/forum?id=zZPICTs5gB

poster

NeurIPS2023

null

NaT

A Bayesian Approach to Designing Microstructures and Processing Pathways for Tailored Material Properties

[ "Adam P. Generale", "Conlain Kelly", "Grayson Harrington", "Andreas Euan Robertson", "Michael Buzzy", "Surya Kalidindi" ]

Workshop/AI4Mat

https://openreview.net/forum?id=xxyHjer00Y

poster

NeurIPS2023

null

NaT

Phonon predictions with E(3)-equivariant graph neural networks

[ "Shiang Fang", "Mario Geiger", "Joseph Checkelsky", "Tess Smidt" ]

Workshop/AI4Mat

https://openreview.net/forum?id=wug7i3O7y1

poster

NeurIPS2023

null

NaT

MTENCODER: A Multi-task Pretrained Transformer Encoder for Materials Representation Learning

[ "Thorben Prein", "Elton Pan", "Tom Doerr", "Elsa Olivetti", "Jennifer L.M. Rupp" ]

Workshop/AI4Mat

https://openreview.net/forum?id=waQPqifiuC

poster

NeurIPS2023

null

NaT

Data Efficient Training for Materials Property Prediction Using Active Learning Querying

[ "Carmelo Gonzales", "Kin Long Kelvin Lee", "Bin Mu", "Mikhail Galkin", "Santiago Miret" ]

Workshop/AI4Mat

https://openreview.net/forum?id=teN9tMyzCm

poster

NeurIPS2023

null

NaT

CoNO: Complex Neural Operator for Continuous Dynamical Systems

[ "Karn Tiwari", "N M Anoop Krishnan", "Prathosh AP" ]

Workshop/AI4Mat

https://openreview.net/forum?id=rz7qRZqk9h

poster

NeurIPS2023

null

NaT

Tokenizer Effect on Functional Material Prediction: Investigating Contextual Word Embeddings for Knowledge Discovery

[ "Tong Xie", "Yuwei Wan", "Ke Lu", "Wenjie Zhang", "Chunyu Kit", "Bram Hoex" ]

Workshop/AI4Mat

https://openreview.net/forum?id=qpQr8px2Pz

poster

NeurIPS2023

null

NaT

Retrieval of synthesis parameters of polymer nanocomposites using LLMs

[ "Defne Circi", "Ghazal Khalighinejad", "Shruti Badhwar", "Bhuwan Dhingra", "L. Brinson" ]

Workshop/AI4Mat

https://openreview.net/forum?id=qBWcaz5pWd

poster

NeurIPS2023

null

NaT

Out of Domain Stress Prediction on a Dataset of Simulated 3D Polycrystalline Microstructures

[ "Thomas Lu", "Aarti Singh" ]

Workshop/AI4Mat

https://openreview.net/forum?id=pKmcMaULn1

poster

NeurIPS2023

null

NaT

CURATOR: Autonomous Batch Active-Learning Workflow for Catalysts

[ "Xin Yang", "Renata Sechi", "Martin Hoffmann Petersen", "Arghya Bhowmik", "Heine Anton Hansen" ]

Workshop/AI4Mat

https://openreview.net/forum?id=mlQMqXo083

poster

NeurIPS2023

null

NaT

Self-supervised Crack Detection in X-ray Computed Tomography Data of Additive Manufacturing Parts

[ "Saber Nemati", "Seyedeh Shaghayegh Rabbanian", "Hao Wang", "Leslie Butler", "Shengmin Guo" ]

Workshop/AI4Mat

https://openreview.net/forum?id=mVttK4r1Zt

poster

NeurIPS2023

null

NaT

Active learning for excited states dynamics simulations to discover molecular degradation pathways

[ "Chen Zhou", "Prashant Kumar", "Daniel Escudero", "Pascal Friederich" ]

Workshop/AI4Mat

https://openreview.net/forum?id=lXHSXyyLhd

oral

NeurIPS2023

null

NaT

Capturing Formulation Design of Battery Electrolytes with Chemical Large Language Model

[ "Eduardo Soares", "Vidushi Sharma", "Emilio Vital Brazil", "Renato Cerqueira", "Young-Hye Na" ]

Workshop/AI4Mat

https://openreview.net/forum?id=l3K28QS6R6

poster

NeurIPS2023

null

NaT

Connectivity Optimized Nested Line Graph Networks for Crystal Structures

[ "Robin Ruff", "Patrick Reiser", "Jan Stuehmer", "Pascal Friederich" ]

Workshop/AI4Mat

https://openreview.net/forum?id=l167FjdPOv

oral

NeurIPS2023

null

NaT

Crystal-GFN: sampling materials with desirable properties and constraints

[ "Mistal", "Alex Hernández-García", "Alexandra Volokhova", "Alexandre AGM Duval", "Yoshua Bengio", "Divya Sharma", "Pierre Luc Carrier", "Michał Koziarski", "Victor Schmidt" ]

Workshop/AI4Mat

https://openreview.net/forum?id=kupYlLLGdf

poster

NeurIPS2023

null

NaT

PIHLoRA: Physics-informed hypernetworks for low-ranked adaptation

[ "Ritam Majumdar", "Vishal Sudam Jadhav", "Anirudh Deodhar", "Shirish Karande", "Lovekesh Vig", "Venkataramana Runkana" ]

Workshop/AI4Mat

https://openreview.net/forum?id=kjUylvko18

poster

NeurIPS2023

null

NaT

LLM Drug Discovery Challenge: A Contest as a Feasibility Study on the Utilization of Large Language Models in Medicinal Chemistry

[ "Kusuri Murakumo", "Naruki Yoshikawa", "Kentaro Rikimaru", "Shogo Nakamura", "Kairi Furui", "Takamasa Suzuki", "Hiroyuki Yamasaki", "Yuki Nishigaya", "Yuzo Takagi", "Masahito Ohue" ]

Workshop/AI4Mat

https://openreview.net/forum?id=jtAXitX6dh

oral

NeurIPS2023

null

NaT

Machine learning force field ranking of candidate solid electrolyte interphase structures in Li-ion batteries

[ "James Minuse Stevenson" ]

Workshop/AI4Mat

https://openreview.net/forum?id=josIqIStKs

oral

NeurIPS2023

null

NaT

MatSciML: A Broad, Multi-Task Benchmark for Solid-State Materials Modeling

[ "Kin Long Kelvin Lee", "Carmelo Gonzales", "Marcel Nassar", "Matthew Spellings", "Mikhail Galkin", "Santiago Miret" ]

Workshop/AI4Mat

https://openreview.net/forum?id=iSFsLFsGYX

oral

NeurIPS2023

null

NaT

Message Passing Neural Network for Predicting Dipole Moment Dependent Core Electron Excitation Spectra

[ "Kiyou Shibata", "Teruyasu Mizoguchi" ]

Workshop/AI4Mat

https://openreview.net/forum?id=ezuhvZAaUF

poster

NeurIPS2023

null

NaT

Eco-Comp: Towards Responsible Computing in Materials Science

[ "Sai Lingampalli", "El Tayeb Bentria", "Fadwa El Mellouhi" ]

Workshop/AI4Mat

https://openreview.net/forum?id=eDlEn1PPJw

poster

NeurIPS2023

null

NaT

HEPOM: A predictive framework for accelerated Hydrolysis Energy Predictions of Organic Molecules

[ "Rishabh Debraj Guha", "Santiago Vargas", "Evan Walter Clark Spotte-Smith", "Alex R Epstein", "Maxwell Christopher Venetos", "Mingjian Wen", "Ryan Kingsbury", "Samuel M Blau", "Kristin Persson" ]

Workshop/AI4Mat

https://openreview.net/forum?id=dJuDv4MKLE

poster

NeurIPS2023

null

NaT

Hierarchical GFlowNet for Crystal Structure Generation

[ "Tri Minh Nguyen", "Sherif Abdulkader Tawfik", "Truyen Tran", "Sunil Gupta", "Santu Rana", "Svetha Venkatesh" ]

Workshop/AI4Mat

https://openreview.net/forum?id=cSz69rFRvS

poster

NeurIPS2023

null

NaT

Demonstrating ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistry

[ "Chris Beeler", "Sriram Ganapathi Subramanian", "Kyle Sprague", "Colin Bellinger", "Mark Crowley", "Isaac Tamblyn" ]

Workshop/AI4Mat

https://openreview.net/forum?id=cR1iE6MQ1y

poster

NeurIPS2023

null

NaT

MatKG-2: Unveiling precise material science ontology through autonomous committees of LLMs

[ "Vineeth Venugopal", "Elsa Olivetti" ]

Workshop/AI4Mat

https://openreview.net/forum?id=b3RULuNZjQ

poster

NeurIPS2023

null

NaT

MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design

[ "Xiang Fu", "Tian Xie", "Andrew Scott Rosen", "Tommi Jaakkola", "Jake Allen Smith" ]

Workshop/AI4Mat

https://openreview.net/forum?id=akFqQokObE

poster

NeurIPS2023

null

NaT

Learning the Language of NMR: Structure Elucidation from NMR spectra using Transformer Models

[ "Marvin Alberts", "Federico Zipoli", "Alain Vaucher" ]

Workshop/AI4Mat

https://openreview.net/forum?id=Ztku4ig4xM

poster

NeurIPS2023

null

NaT

Impacts of Data and Models on Unsupervised Pre-training for Molecular Property Prediction

[ "Elizabeth Coda", "Gihan Uthpala Panapitiya", "Emily Saldanha" ]

Workshop/AI4Mat

https://openreview.net/forum?id=ZoTcKpyL3p

poster

NeurIPS2023

null

NaT

Automatic Generation of Mechanistic Pathways of Organic Reactions with Dual Templates

[ "Shuan Chen", "Ramil Babazade", "Yousung Jung" ]

Workshop/AI4Mat

https://openreview.net/forum?id=XtEwUzaXJ3

oral

NeurIPS2023

null

NaT

Learning Silicon Dopant Transitions in Graphene using Scanning Transmission Electron Microscopy

[ "Max Schwarzer", "Jesse Farebrother", "Joshua Greaves", "Kevin Roccapriore", "Ekin Cubuk", "Rishabh Agarwal", "Aaron Courville", "Marc Bellemare", "Sergei Kalinin", "Igor Mordatch", "Pablo Castro" ]

Workshop/AI4Mat

https://openreview.net/forum?id=VbjD8w2ctG

poster

NeurIPS2023

null

NaT

Learning Conditional Policies for Crystal Design Using Offline Reinforcement Learning

[ "Prashant Govindarajan", "Santiago Miret", "Jarrid Rector-Brooks", "Mariano Phielipp", "Janarthanan Rajendran", "Sarath Chandar" ]

Workshop/AI4Mat

https://openreview.net/forum?id=TDhNb2Q9Xm

poster

NeurIPS2023

null

NaT

Understanding Experimental Data by Identifying Symmetries with Deep Learning

[ "Yichen Guo", "Shuyu Qin", "Joshua Agar" ]

Workshop/AI4Mat

https://openreview.net/forum?id=SfEsK3O2KT

poster

NeurIPS2023

null

NaT

Evaluating AI-guided Design for Scientific Discovery

[ "Michael Pekala", "Elizabeth Ann Pogue", "Kyle McElroy", "Alexander New", "Gregory Bassen", "Brandon Wilfong", "Janna Domenico", "Tyrel McQueen", "Christopher D Stiles" ]

Workshop/AI4Mat

https://openreview.net/forum?id=SKo0sLvaJH

poster

NeurIPS2023

null

NaT

Multi-objective Evolutionary Design of Microstructures using Diffusion Autoencoders

[ "Anirudh Suresh", "Devesh Shah", "Alemayehu S Admasu", "Devesh Upadhyay", "Kalyanmoy Deb" ]

Workshop/AI4Mat

https://openreview.net/forum?id=QjnVVrixPW

poster

NeurIPS2023

null

NaT

High throughput decomposition of spectra

[ "Dumitru Mirauta", "Vladimir Gusev", "Michael W Gaultois", "Matthew Rosseinsky" ]

Workshop/AI4Mat

https://openreview.net/forum?id=NIBiIAOvvr

oral

NeurIPS2023

null

NaT

Exploring Organic Syntheses through Natural Language

[ "Andres M Bran", "CHENG-HUA HUANG", "Philippe Schwaller" ]

Workshop/AI4Mat

https://openreview.net/forum?id=LkRfodp4tt

poster

NeurIPS2023

null

NaT

AnisoGNN: physics-informed graph neural networks that generalize to anisotropic properties of polycrystals

[ "Guangyu Hu", "Marat Latypov" ]

Workshop/AI4Mat

https://openreview.net/forum?id=L6AJmCkfNe

poster

NeurIPS2023

null

NaT

Automated Diffraction Pattern Analysis for Identifying Crystal Systems Using Multiview Opinion Fusion Machine Learning

[ "Jie Chen", "Hengrui Zhang", "Carolin B Wahl", "Wei Liu", "Chad Mirkin", "Vinayak Dravid", "Daniel W Apley", "Wei Chen" ]

Workshop/AI4Mat

https://openreview.net/forum?id=ITda7kqxSn

poster

NeurIPS2023

null

NaT

Rapid Fitting of Band-Excitation Piezoresponse Force Microscopy Using Physics Constrained Unsupervised Neural Networks

[ "Alibek T Kaliyev", "Ryan F Forelli", "Shuyu Qin", "Yichen Guo", "Seda Memik", "Michael W. Mahoney", "Amir Gholami", "Nhan Tran", "Philip Harris", "Martin Takáč", "Joshua Agar" ]

Workshop/AI4Mat

https://openreview.net/forum?id=HXGjCkp47o

poster

NeurIPS2023

null

NaT

Tree-based Quantile Active Learning for automated discovery of MOFs

[ "Ashna Jose", "Emilie Devijver", "Noel JAKSE", "Valérie Monbet", "Roberta Poloni" ]

Workshop/AI4Mat

https://openreview.net/forum?id=FfvByyoVAO

poster

NeurIPS2023

null

NaT

CLCS : Contrastive Learning between Compositions and Structures for practical Li-ion battery electrodes design

[ "Jaewan Lee", "Changyoung Park", "Hongjun Yang", "Sehui Han", "Woohyung Lim" ]

Workshop/AI4Mat

https://openreview.net/forum?id=Eu2k9La3RB

poster

NeurIPS2023

null

NaT

Combinatorial Optimization via Memory Metropolis: Template Networks for Proposal Distributions in Simulated Annealing applied to Nanophotonic Inverse Design

[ "Marlon Becker", "Marco Butz", "David Lemli", "Carsten Schuck", "Benjamin Risse" ]

Workshop/AI4Mat

https://openreview.net/forum?id=EiT2bLsfM9

poster

NeurIPS2023

null

NaT

Multi-modal Foundation Model for Material Design

[ "Seiji Takeda", "Indra Priyadarsini", "Akihiro Kishimoto", "Hajime Shinohara", "Lisa Hamada", "Hirose Masataka", "Junta Fuchiwaki", "Daiju Nakano" ]

Workshop/AI4Mat

https://openreview.net/forum?id=CjPCM6wXWb

poster

NeurIPS2023

null

NaT

Inverse-design of organometallic catalysts with guided equivariant diffusion

[ "François R J Cornet", "Bardi Benediktsson", "Bjarke Hastrup", "Arghya Bhowmik", "Mikkel N. Schmidt" ]

Workshop/AI4Mat

https://openreview.net/forum?id=7yt3N0o0W9

poster

NeurIPS2023

null

NaT

Extremely Noisy 4D-TEM Strain Mapping Using Cycle Consistent Spatial Transforming Autoencoders

[ "Shuyu Qin", "Joshua Agar", "Nhan Tran" ]

Workshop/AI4Mat

https://openreview.net/forum?id=6E2qjEf7Rs

oral

NeurIPS2023

null

NaT

Graph-to-String Variational Autoencoder for Synthetic Polymer Design

[ "Gabriel Vogel", "Paolo Sortino", "Jana Marie Weber" ]

Workshop/AI4Mat

https://openreview.net/forum?id=57EslEJNOj

poster

NeurIPS2023

null

NaT

Active Causal Machine Learning for Molecular Property Prediction

[ "Zachary R Fox", "Ayana Ghosh" ]

Workshop/AI4Mat

https://openreview.net/forum?id=511z1DGjPi

poster

NeurIPS2023

null

NaT

rvesimulator: An automated representative volume element simulator for data-driven material discovery

[ "Jiaxiang Yi", "Miguel Anibal Bessa" ]

Workshop/AI4Mat

https://openreview.net/forum?id=4zUU50Ddhc

oral

NeurIPS2023

null

NaT

ExPT: Synthetic Pretraining for Few-Shot Experimental Design

[ "Tung Nguyen", "Sudhanshu Agrawal", "Aditya Grover" ]

Workshop/AI4Mat

https://openreview.net/forum?id=4ilKwquW51

poster

NeurIPS2023

null

NaT

Unveiling the Secrets of ^1H-NMR Spectroscopy: A Novel Approach Utilizing Attention Mechanisms

[ "Oliver Schilter", "Marvin Alberts", "Federico Zipoli", "Alain C. Vaucher", "Philippe Schwaller", "Teodoro Laino" ]

Workshop/AI4Mat

https://openreview.net/forum?id=3Huw3pa8TR

oral

NeurIPS2023

null

NaT

Investigating extrapolation and low-data challenges via contrastive learning of chemical compositions

[ "Federico Ottomano", "Giovanni De Felice", "Rahul Savani", "Vladimir Gusev", "Matthew Rosseinsky" ]

Workshop/AI4Mat

https://openreview.net/forum?id=3GiwwOJ1be

poster

NeurIPS2023

null

NaT

Extracting a Database of Challenges and Mitigation Strategies for Sodium-ion Battery Development

[ "Mrigi Munjal", "Thorben Prein", "Vineeth Venugopal", "Kevin J Huang", "Elsa Olivetti" ]

Workshop/AI4Mat

https://openreview.net/forum?id=32XS0zXPqU

poster

NeurIPS2023

null

NaT

Deep inverse design of hydrophobic patches on DNA origami for mesoscale assembly of superlattices

[ "Po-An Lin", "Simiao Ren", "Jonathan Caswell Piland", "Leslie M. Collins", "Stefan Zauscher", "Yonggang Ke", "Gaurav Arya" ]

Workshop/AI4Mat

https://openreview.net/forum?id=2jTnJFijQT

poster

NeurIPS2023

null

NaT

CoDBench: A Critical Evaluation of Data-driven Models for Continuous Dynamical Systems

[ "Priyanshu Burark", "Karn Tiwari", "Meer Mehran Rashid", "Prathosh AP", "N M Anoop Krishnan" ]

Workshop/AI4Mat

https://openreview.net/forum?id=0Qx8vlXKRk

poster

NeurIPS2023

null

NaT

BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics

[ "Suresh Bishnoi", "Jayadeva Jayadeva", "Sayan Ranu", "N M Anoop Krishnan" ]

Workshop/CompSust

https://openreview.net/forum?id=z5dAdYOgbs

oraltalk

NeurIPS2023

null

NaT

Model Evaluation for Geospatial Problems

[ "Jing Wang", "Tyler Hallman", "Laurel Hopkins", "John Burns Kilbride", "W. Douglas Robinson", "Rebecca Hutchinson" ]

Workshop/CompSust

https://openreview.net/forum?id=vjwYYlA8Pj

poster

NeurIPS2023

null

NaT

AI for Whom? Shedding Critical Light on AI for Social Good

[ "Nyalleng Moorosi", "Raesetje Sefala", "Sasha Luccioni" ]

Workshop/CompSust

https://openreview.net/forum?id=oa7XXLuJnO

oraltalk

NeurIPS2023

null

NaT

Moving targets: When does a poverty prediction model need to be updated?

[ "Emily Aiken", "Tim Ohlenburg", "Joshua Blumenstock" ]

Workshop/CompSust

https://openreview.net/forum?id=dmjT841VuV

poster

NeurIPS2023

null

NaT

REALLIGHT: DRL based Intersection Control in Developing Countries without Traffic Simulators

[ "Sachin Chauhan", "Rijurekha Sen" ]

Workshop/CompSust

https://openreview.net/forum?id=Y08yLPFm1z

oraltalk

NeurIPS2023

null

NaT

Unsupervised Domain Adaptation in the Real World: A Case Study in Sonar Video

[ "Justin Kay", "Suzanne Stathatos", "Siqi Deng", "Erik Young", "Pietro Perona", "Sara Beery", "Grant Van Horn" ]

Workshop/CompSust

https://openreview.net/forum?id=WS9liG8rxI

poster

NeurIPS2023

null

NaT

Identifying Stop-and-Go Congestion with Data-Driven Traffic Reconstruction

[ "Shreyaa Raghavan", "Edgar Ramirez Sanchez", "Cathy Wu" ]

Workshop/CompSust

https://openreview.net/forum?id=UIfp44BWDi

poster

NeurIPS2023

null

NaT

Is the Facebook Ad Algorithm a Climate Discourse Influencer?

[ "Aruna Sankaranarayanan", "Erik Hemberg", "Piotr Sapiezynski", "Una-May O'Reilly" ]

Workshop/CompSust

https://openreview.net/forum?id=N2qmwRMrzo

poster

NeurIPS2023

null

NaT

A Semi-Automated System to Annotate Communal Roosts in Large-Scale Weather Radar Data

[ "Wenlong Zhao", "Gustavo Perez", "Zezhou Cheng", "Maria Carolina Tiburcio Dias Belotti", "Yuting Deng", "Victoria Simons", "Elske K Tielens", "Jeffrey Kelly", "Kyle Horton", "Subhransu Maji", "Daniel Sheldon" ]