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Workshop/ReALML
|
https://openreview.net/forum?id=yuJEkWSkTN
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Active Learning for Iterative Offline Reinforcement Learning
|
[
"Lan Zhang",
"Luigi Franco Tedesco",
"Pankaj Rajak",
"Youcef Zemmouri",
"Hakan Brunzell"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=y7FZ6KXEvl
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Sequentially Adaptive Experimentation for Learning Optimal Options subject to Unobserved Contexts
|
[
"Hongju Park",
"Mohamad Kazem Shirani Faradonbeh"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=xrz7hNsLNd
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Decentralized and Asynchronous Multi-Agent Active Search and Tracking when Targets Outnumber Agents
|
[
"Arundhati Banerjee",
"Jeff Schneider"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=wtDzsitgO8
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Pure Exploration under Mediators’ Feedback
|
[
"Riccardo Poiani",
"Alberto Maria Metelli",
"Marcello Restelli"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=vBwfTUDTtz
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Active Model Selection: A Variance Minimization Approach
|
[
"Mitsuru Matsuura",
"Satoshi Hara"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=utVPf9dRgy
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Preference-Guided Bayesian Optimization for Control Policy Learning: Application to Personalized Plasma Medicine
|
[
"Ketong Shao",
"Diego Romeres",
"Ankush Chakrabarty",
"Ali Mesbah"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=u6NK3Jm4ka
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Residual Deep Gaussian Processes on Manifolds for Geometry-aware Bayesian Optimization on Hyperspheres
|
[
"Kacper Wyrwal",
"Viacheslav Borovitskiy"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=u2eV6JA0nY
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Exploratory Training: When Annotators Learn About Data
|
[
"Rajesh Shrestha",
"Omeed Habibelahian",
"Arash Termehchy",
"Paolo Papotti"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=t3PzfH98Mq
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Graph Neural Bayesian Optimization for Virtual Screening
|
[
"Miles Wang-Henderson",
"Bartu Soyuer",
"Parnian Kassraie",
"Andreas Krause",
"Ilija Bogunovic"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=sTkValZrOS
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Zooming Optimistic Optimization Method to solve the Threshold Estimation Problem
|
[
"Julien Audiffren"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=qwrnFONObA
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Hessian-Free Laplace in Bayesian Deep Learning
|
[
"James McInerney",
"Nathan Kallus"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=obBbfvg5d0
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay
|
[
"Moein Khajehnejad",
"Forough Habibollahi",
"Alon Loeffler",
"Brett Joseph Kagan",
"Adeel Razi"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=n9zR0sMY4c
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Human-in-the-Loop Out-of-Distribution Detection with False Positive Rate Control
|
[
"Harit Vishwakarma",
"Heguang Lin",
"Ramya Vinayak"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=kPWO1v0slD
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Cross-Entropy Estimators for Sequential Experiment Design with Reinforcement Learning
|
[
"Tom Blau",
"Iadine Chades",
"Amir Dezfouli",
"Daniel M Steinberg",
"Edwin V. Bonilla"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=k2kBjcKVal
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Correlated Trajectory Uncertainty for Adaptive Sequential Decision Making
|
[
"Ian Char",
"Youngseog Chung",
"Rohan Shah",
"Willie Neiswanger",
"Jeff Schneider"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=juq0ZUWOoY
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Efficient and scalable reinforcement learning via Hypermodel
|
[
"Yingru Li",
"Jiawei Xu",
"Zhi-Quan Luo"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=iK8FzJvQMH
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data
|
[
"Maria Carolina Novitasari",
"Johannes Quaas",
"Miguel R. D. Rodrigues"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=hzJq3WVGd9
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Near-equivalence between bounded regret and delay robustness in interactive decision making
|
[
"Enoch H. Kang",
"Panganamala Kumar"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=gkChsof0Rg
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Active Testing of Binary Classification Model Using Level Set Estimation
|
[
"Takuma Ochiai",
"Keiichiro Seno",
"Kota Matsui",
"Satoshi Hara"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=eLIk3m5C79
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Active Learning Policies for Solving Inverse Problems
|
[
"Tim Bakker",
"Thomas Hehn",
"Tribhuvanesh Orekondy",
"Arash Behboodi",
"Fabio Valerio Massoli"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=dfUF5EbJUj
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Generalized Objectives in Adaptive Experiments: The Frontier between Regret and Speed
|
[
"Chao Qin",
"Daniel Russo"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=brPrxb9Zz3
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ExPT: Scaling Foundation Models for Experimental Design via Synthetic Pretraining
|
[
"Tung Nguyen",
"Sudhanshu Agrawal",
"Aditya Grover"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=YrAXARes9d
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
AutODEx: Automated Optimal Design of Experiments Platform with Data- and Time-Efficient Multi-Objective Optimization
|
[
"Yunsheng Tian",
"Pavle Vanja Konakovic",
"Beichen Li",
"Ane Zuniga",
"Michael Foshey",
"Timothy Erps",
"Wojciech Matusik",
"Mina Konakovic Lukovic"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=YRxd1szajS
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Accelerated High-Entropy Alloys Discovery for Electrocatalysis via Robotic-Aided Active Learning
|
[
"Zhichu Ren",
"Zhen Zhang",
"Yunsheng Tian",
"Ju Li"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=Xw8KTnFpLA
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Long-run Behaviour of Multi-fidelity Bayesian Optimisation
|
[
"Gbetondji Jean-Sebastien Dovonon",
"Jakob Zeitler"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=Xu8d36bb5c
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Understanding Threshold-based Auto-labeling: The Good, the Bad, and the Terra Incognita
|
[
"Harit Vishwakarma",
"Heguang Lin",
"Frederic Sala",
"Ramya Vinayak"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=WDLXX4NJSK
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Efficient Variational Sequential Information Control
|
[
"Jianwei Shen",
"Jason Pacheco"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=ThMSXaolvn
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Multi-Fidelity Active Learning with GFlowNets
|
[
"Alex Hernández-García",
"Nikita Saxena",
"Moksh Jain",
"Cheng-Hao Liu",
"Yoshua Bengio"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=SuSPkCI0qP
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning in Clinical Trial Settings
|
[
"Zoe Fowler",
"Kiran Premdat Kokilepersaud",
"Mohit Prabhushankar",
"Ghassan AlRegib"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=SmvTEe9iSG
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Preferential Heteroscedastic Bayesian Optimization with Informative Noise Priors
|
[
"Marshal Arijona Sinaga",
"Julien Martinelli",
"Samuel Kaski"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=ScOvmGz4xH
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Optimistic Games for Combinatorial Bayesian Optimization with Applications to Protein Design
|
[
"Melis Ilayda Bal",
"Pier Giuseppe Sessa",
"Mojmir Mutny",
"Andreas Krause"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=QIwA1zUd2t
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
NPC-NIS: Navigating Semiconductor Process Corners with Neural Importance Sampling
|
[
"Hong Chul Nam",
"Chanwoo Park"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=P7PuMQEKbF
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Planning Contextual Adaptive Experiments with Model Predictive Control
|
[
"Ethan Che",
"Jimmy Wang",
"Hongseok Namkoong"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=GUKt7ENgSr
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Ever Evolving Evaluator (EV3): Towards Flexible and Reliable Meta-Optimization for Knowledge Distillation
|
[
"Li Ding",
"Masrour Zoghi",
"Guy Tennenholtz",
"Maryam Karimzadehgan"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=GKq0Vco2TW
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Provably-Convergent Bayesian Source Seeking with Mobile Agents in Multimodal Fields
|
[
"Vivek Mishra",
"Raul Astudillo",
"Peter I. Frazier",
"Fumin Zhang"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=G6ujG6LaKV
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Compute-Efficient Active Learning
|
[
"Gábor Németh",
"Tamas Matuszka"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=FDoS9cHQTp
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Unleashing the Autoconversion Rates Forecasting: Evidential Regression from Satellite Data
|
[
"Maria Carolina Novitasari",
"Johannes Quaas",
"Miguel R. D. Rodrigues"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=F6jSo0PIKy
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards Scalable Identification of Brick Kilns from Satellite Imagery with Active Learning
|
[
"Aditi Agarwal",
"Suraj Jaiswal",
"Madhav Kanda",
"Dhruv Patel",
"Rishabh Mondal",
"Vannsh Jani",
"Zeel B Patel",
"Nipun Batra",
"Sarath Guttikunda"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=Ej4YjxAvcp
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Improved Bounds for Agnostic Active Learning of Single Index Models
|
[
"Aarshvi Gajjar",
"Xingyu Xu",
"Christopher Musco",
"Chinmay Hegde"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=E8zSTm2bGu
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Practical Path-based Bayesian Optimization
|
[
"Jose Pablo Folch",
"James A C Odgers",
"Shiqiang Zhang",
"Robert Matthew Lee",
"Behrang Shafei",
"David Walz",
"Calvin Tsay",
"Mark van der Wilk",
"Ruth Misener"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=CzdSCFOG1n
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Active Learning with Missing Not At Random Outcomes
|
[
"Alan Mishler",
"Mohsen Ghassemi",
"Alec Koppel",
"Sumitra Ganesh"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=A1RVn1m3J3
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
BoChemian: Large Language Model Embeddings for Bayesian Optimization of Chemical Reactions
|
[
"Bojana Ranković",
"Philippe Schwaller"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=7juV7SKVvM
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Less But Better
Towards better AQ Monitoring by learning
Inducing Points for Multi-Task Gaussian Processes
|
[
"Progyan Das",
"Mihir Agarwal"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=7iybUXjQgp
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets
|
[
"Hakki Orhun Akengin",
"Mehmet Anil Aslihak",
"Yiqi Jiang",
"Yang Li",
"Oscar Hernandez",
"Hakan Inan",
"Christopher Miranda",
"Marta Blanco Pozo",
"Fatih Dinc",
"Mark Schnitzer"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=5br5UllmBy
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Models and Evaluating Policies with Offline Off-Policy Data under Partial Observability
|
[
"Shreyas Chaudhari",
"Philip S. Thomas",
"Bruno Castro da Silva"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=2aOKjoPwT4
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Local Acquisition Function for Active Level Set Estimation
|
[
"Yuta Kokubun",
"Kota Matsui",
"Kentaro Kutsukake",
"Wataru Kumagai",
"Takafumi Kanamori"
] |
|
Workshop/ReALML
|
https://openreview.net/forum?id=0CPnNCOFiI
|
realml-2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Improving class and group imbalanced classification with uncertainty-based active learning
|
[
"Alexandru Tifrea",
"John Hill",
"Fanny Yang"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=wz6l6yLTv1
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On the Adversarial Robustness of Graph Contrastive Learning Methods
|
[
"Filippo Guerranti",
"Zinuo Yi",
"Anna Starovoit",
"Rafiq Mazen Kamel",
"Simon Geisler",
"Stephan Günnemann"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=wFJIkt2WAa
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types
|
[
"Jianfei Gao",
"Yangze Zhou",
"Jincheng Zhou",
"Bruno Ribeiro"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=shwYa41B3G
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
GenTKG: Generative Forecasting on Temporal Knowledge Graph
|
[
"Ruotong Liao",
"Xu Jia",
"Yunpu Ma",
"Volker Tresp"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=sCk5NkZ8Ow
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Node Mutual Information: Enhancing Graph Neural Networks for Heterophily
|
[
"Seongjin Choi",
"Gahee Kim",
"Se-Young Yun"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=sC6NcC4ns9
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Low-Width Approximations and Sparsification for Scaling Graph Transformers
|
[
"Hamed Shirzad",
"Balaji Venkatachalam",
"Ameya Velingker",
"Danica Sutherland",
"David Woodruff"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=q2xXh4M9Dx
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
No PAIN no Gain: More Expressive GNNs with Paths
|
[
"Caterina Graziani",
"Tamara Drucks",
"Monica Bianchini",
"franco scarselli",
"Thomas Gärtner"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=nMdpkeYKzJ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Poisoning × Evasion: Symbiotic Adversarial Robustness for Graph Neural Networks
|
[
"Ege Erdogan",
"Simon Geisler",
"Stephan Günnemann"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=mv5sZrQwLM
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Order Agnostic Autoregressive Graph Generation
|
[
"Edo Cohen-Karlik",
"Eyal Rozenberg",
"Daniel Freedman"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=m4mF2T0bVm
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Knowledge Graph Prompting for Multi-Document Question Answering
|
[
"Yu Wang",
"Nedim Lipka",
"Ryan Rossi",
"Alexa Siu",
"Ruiyi Zhang",
"Tyler Derr"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=m1WEVCY1O2
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
DiP-GNN: Discriminative Pre-Training of Graph Neural Networks
|
[
"Simiao Zuo",
"Haoming Jiang",
"Qingyu Yin",
"Xianfeng Tang",
"Bing Yin",
"Tuo Zhao"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=lSa6SEEqTL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Coupling Graph Neural Networks with Non-Integer Order Dynamics: A Robustness Study
|
[
"Qiyu Kang",
"Kai Zhao",
"Yang Song",
"Yihang Xie",
"Yanan Zhao",
"Sijie Wang",
"Rui She",
"Wee Peng Tay"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=lR5NYB9zrv
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Graph Pooling Provably Improves Expressivity
|
[
"Veronica Lachi",
"Alice Moallemy-Oureh",
"Andreas Roth",
"Pascal Welke"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=jyfiPivRBH
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Can LLMs Effectively Leverage Graph Structural Information: When and Why
|
[
"Jin Huang",
"Xingjian Zhang",
"Qiaozhu Mei",
"Jiaqi Ma"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=i8JgQVS30K
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Its All Graph To Me: Single-Model Graph Representation Learning on Multiple Domains
|
[
"Alex Davies",
"Riku Green",
"Nirav Ajmeri",
"Telmo Silva Filho"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=hySoEBuTuM
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Long-Range Neural Atom Learning for Molecular Graphs
|
[
"Xuan Li",
"Zhanke Zhou",
"Jiangchao Yao",
"Yu Rong",
"Lu Zhang",
"Bo Han"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=gXCqzpvhuD
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Maximally Expressive GNNs for Outerplanar Graphs
|
[
"Franka Bause",
"Fabian Jogl",
"Patrick Indri",
"Tamara Drucks",
"David Penz",
"Nils Kriege",
"Thomas Gärtner",
"Pascal Welke",
"Maximilian Thiessen"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=fLEPS2BwRL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity
|
[
"Ali Behrouz",
"Parsa Delavari",
"Farnoosh Hashemi"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=eYyZisiBG3
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
|
[
"Adriana Gonzalez Cavazos"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=e8ba9Hu1mM
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Subgraphormer: Subgraph GNNs meet Graph Transformers
|
[
"Guy Bar-Shalom",
"Beatrice Bevilacqua",
"Haggai Maron"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=d1oVSv97ZM
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ProtoHG: Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks
|
[
"Shuai Wang",
"Jiayi Shen",
"Athanasios Efthymiou",
"Stevan Rudinac",
"Monika Kackovic",
"Nachoem Wijnberg",
"Marcel Worring"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=ck099Dyu4j
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Multiplex Embeddings on Text-rich Networks with One Text Encoder
|
[
"Bowen Jin",
"Wentao Zhang",
"Yu Zhang",
"Yu Meng",
"Han Zhao",
"Jiawei Han"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=cZMdiwFjCh
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Non-backtracking Graph Neural Networks
|
[
"Seonghyun Park",
"Narae Ryu",
"Gahee Kim",
"Dongyeop Woo",
"Se-Young Yun",
"Sungsoo Ahn"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=cMz2pdzu8W
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Privacy-preserving design of graph neural networks with applications to vertical federated learning
|
[
"Ruofan Wu",
"Mingyang Zhang",
"Lingjuan Lyu",
"Xiaolong Xu",
"Xiuquan Hao",
"xinyi fu",
"Tengfei LIU",
"Tianyi Zhang",
"Weiqiang Wang"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=a9loLCbWs1
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Implicit Graph Neural Diffusion Based on Constrained Dirichlet Energy Minimization
|
[
"Guoji Fu",
"Mohammed Haroon Dupty",
"Yanfei Dong",
"Wee Sun Lee"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=YXSJxi8dOV
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
RL4CO: a Unified Reinforcement Learning for Combinatorial Optimization Library
|
[
"Federico Berto",
"Chuanbo Hua",
"Junyoung Park",
"Minsu Kim",
"Hyeonah Kim",
"Jiwoo Son",
"Haeyeon Kim",
"Joungho Kim",
"Jinkyoo Park"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=YILik4gFBk
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Multimodal Graph Learning for Generative Tasks
|
[
"Minji Yoon",
"Jing Yu Koh",
"Bryan Hooi",
"Russ Salakhutdinov"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=XanCwCz4mR
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
CuriousWalk: Enhancing Multi-Hop Reasoning in Graphs with Random Network Distillation
|
[
"Varun Kausika",
"Saurabh Jha",
"Adya Jha",
"Amy Zhang",
"Michael Sury"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=V5eDwEDfXT
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ResolvNet: A Graph Convolutional Network with multi-scale Consistency
|
[
"Christian Koke",
"Abhishek Saroha",
"Yuesong Shen",
"Marvin Eisenberger",
"Daniel Cremers"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=U0EPHUDrot
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On the modelling and impact of negative edges in graph convolutional networks for node classification
|
[
"Thu Trang Dinh",
"Julia Handl",
"Luis Ospina-Forero"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=TsjGaj45Li
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification
|
[
"Florian Sestak",
"Lisa Schneckenreiter",
"Sepp Hochreiter",
"Andreas Mayr",
"Günter Klambauer"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=ScNNo7v4t0
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Exploring the Potential of Large Language Models (LLMs) in Learning on Graph
|
[
"Zhikai Chen",
"Haitao Mao",
"Hang Li",
"Wei Jin",
"Hongzhi Wen",
"Xiaochi Wei",
"Shuaiqiang Wang",
"Dawei Yin",
"Wenqi Fan",
"Hui Liu",
"Jiliang Tang"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=ROB6TdsmFa
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
One Node Per User: Node-Level Federated Learning for Graph Neural Networks
|
[
"Zhidong Gao",
"Yuanxiong Guo",
"Yanmin Gong"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=QgdnOBnh9i
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
How does over-squashing affect the power of GNNs?
|
[
"Francesco Di Giovanni",
"T. Konstantin Rusch",
"Michael Bronstein",
"Andreea Deac",
"Marc Lackenby",
"Siddhartha Mishra",
"Petar Veličković"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=QA3Z1cPDrc
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Beyond Erdos-Renyi: Generalization in Algorithmic Reasoning on Graphs
|
[
"Dobrik Georgiev",
"Pietro Lio",
"Jakub Bachurski",
"Junhua Chen",
"Tunan Shi"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=PlqQ8V5BfC
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Graph Neural Networks Go Forward-Forward
|
[
"Daniele Paliotta",
"Mathieu Alain",
"Bálint Máté",
"François Fleuret"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=PYcp183GBL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards Particle Flow Event Reconstruction at the Future Circular Collider with GNNs
|
[
"Dolores Garcia",
"Gregor Kržmanc",
"Philipp Zehetner",
"Jan Kieseler",
"Michele Selvaggi"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=PPIVoxynCt
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
EDGE++: Improved Training and Sampling of EDGE
|
[
"Xiaohui Chen",
"Mingyang Wu",
"Liping Liu"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=NE8Da26bEW
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Shedding Light on Random Dropping and Oversmoothing
|
[
"Han Xuanyuan",
"Tianxiang Zhao",
"Dongsheng Luo"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=JTRErQb2oN
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Prompt Learning Unlocked for App Promotion in the Wild
|
[
"Zhongyu Ouyang",
"Shifu Hou",
"Shang Ma",
"Chaoran Chen",
"Chunhui Zhang",
"Toby Li",
"Xusheng Xiao",
"Chuxu Zhang",
"Yanfang Ye"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=It9QWbVe02
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Uncertainty-Aware Robust Learning on Noisy Graphs
|
[
"Shuyi Chen",
"Kaize Ding",
"Shixiang Zhu"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=I5hf3opvgK
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
GAD-EBM: Graph Anomaly Detection using Energy-Based Models
|
[
"Amit Roy",
"Juan Shu",
"Olivier Elshocht",
"Jeroen Smeets",
"Ruqi Zhang",
"Pan Li"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=HKdsrm5nCW
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Linear Complexity Framework for Feature-Aware Graph Coarsening via Hashing
|
[
"Mohit Kataria",
"Aditi Khandelwal",
"Rocktim Das",
"Sandeep Kumar",
"Jayadeva Jayadeva"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=EVp40Cz0PR
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
SATG : Structure Aware Transformers on Graphs for Node Classification
|
[
"Sumedh B G",
"Sanjay Patnala",
"Himil Vasava",
"Akshay Sethi",
"Sonia Gupta"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=BaxFC3z9R6
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
What Improves the Generalization of Graph Transformer? A Theoretical Dive into Self-attention and Positional Encoding
|
[
"Hongkang Li",
"Meng Wang",
"Tengfei Ma",
"Sijia Liu",
"ZAIXI ZHANG",
"Pin-Yu Chen"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=9bD3oqcD6g
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
TOD-Flow: Modeling the Structure of Task-Oriented Dialogues
|
[
"Sungryull Sohn",
"Yiwei Lyu",
"Anthony Liu",
"Lajanugen Logeswaran",
"Dong-Ki Kim",
"Dongsub Shim",
"Honglak Lee"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=947KhgKKGG
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards Flexible, Efficient, and Effective Tensor Product Networks
|
[
"Nanxiang Wang",
"Chen Lin",
"Michael Bronstein",
"Philip Torr"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=7xlWBzaeJN
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ChatPathway: Conversational Large Language Models for Biology Pathway Detection
|
[
"Yanjing Li",
"Hannan Xu",
"Haiteng Zhao",
"Hongyu Guo",
"Shengchao Liu"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=60fJkjHV0r
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Graph Neural Networks on Discriminative Graphs of Words
|
[
"Yassine ABBAHADDOU",
"Johannes Lutzeyer",
"Michalis Vazirgiannis"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=5RA0ysv8PX
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Estimating Epistemic Uncertainty of Graph Neural Networks using Stochastic Centering
|
[
"Puja Trivedi",
"Mark Heimann",
"Rushil Anirudh",
"Danai Koutra",
"Jayaraman J. Thiagarajan"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=4tGqks76l7
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On the Consistency of GNN Explainability Methods
|
[
"Ehsan Hajiramezanali",
"Sepideh Maleki",
"Alex Tseng",
"Aicha BenTaieb",
"Gabriele Scalia",
"Tommaso Biancalani"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=421Y6z81UZ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
GNN Predictions on k-hop Egonets Boosts Adversarial Robustness
|
[
"Jian Vora"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=1JkgXzKKdo
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks
|
[
"Taraneh Younesian",
"Thiviyan Thanapalasingam",
"Emile van Krieken",
"Daniel Daza",
"Peter Bloem"
] |
|
Workshop/GLFrontiers
|
https://openreview.net/forum?id=0oY0LPPH4e
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Robust Hierarchical Scene Graph Generation
|
[
"Ce Zhang",
"Simon Stepputtis",
"Joseph Campbell",
"Katia Sycara",
"Yaqi Xie"
] |
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