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|---|---|---|---|---|---|---|---|---|---|---|---|---|
Workshop/AI4D3
|
https://openreview.net/forum?id=OBSVDRXcXN
|
poster
|
2310.19961
|
ExPT: Synthetic Pretraining for Few-Shot Experimental Design
|
[
"Tung Nguyen",
"Sudhanshu Agrawal",
"Aditya Grover"
] |
[
"https://github.com/tung-nd/expt"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=O9bzFjQBjg
|
poster
|
On Modelability and Generalizability: Are Machine Learning Models for Drug Synergy Exploiting Artefacts and Biases in Available Data?
|
[
"Arushi GK Majha",
"Ian Stott",
"Andreas Bender"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=NYbnVDuKuC
|
poster
|
Machine Learning Guided AQFEP: A Fast Efficient Absolute Free Energy Perturbation Solution for Virtual Screening
|
[
"Jordan Crivelli-Decker",
"Zane Beckwith",
"Gary Tom",
"Ly Le",
"Sheenam Khuttan",
"Romelia Salomon-Ferrer",
"Jackson Beall",
"Andrea Bortolato"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=NDBx1lo3jQ
|
poster
|
2405.02845
|
Data-Efficient Molecular Generation with Hierarchical Textual Inversion
|
[
"Seojin Kim",
"Jaehyun Nam",
"Sihyun Yu",
"Younghoon Shin",
"Jinwoo Shin"
] |
[
"https://github.com/seojin-kim/hi-mol"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=N6uLT2MVV1
|
poster
|
PiNUI: A Dataset of Protein-Protein Interactions for Machine Learning
|
[
"Geoffroy Dubourg-Felonneau",
"Eyal\tAkiva",
"Daniel Wesego",
"Ranjani Varadan"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=MASqXhMTy7
|
poster
|
2312.03016
|
Protein Language Model-Powered 3D Ligand Binding Site Prediction from Protein Sequence
|
[
"Shuo Zhang",
"Lei Xie"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=M9WREnrXDQ
|
poster
|
All You Need is LOVE: Large Optimized Vector Embeddings Network for Drug Repurposing
|
[
"Sina Akbarian",
"Sepehr Asgarian",
"Jouhyun Jeon"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=LdRmpu41Pt
|
poster
|
PoseCheck: Generative Models for 3D Structure-based Drug Design Produce Unrealistic Poses
|
[
"Charles Harris",
"Kieran Didi",
"Arian Jamasb",
"Chaitanya Joshi",
"Simon Mathis",
"Pietro Lio",
"Tom Blundell"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=KWWbS5yVtl
|
poster
|
Neurosymbolic AI Reveals Biases and Limitations in ML-Driven Drug Discovery
|
[
"Lauren DeLong",
"Yojana Gadiya",
"Jacques D. Fleuriot",
"Daniel Domingo-Fernández"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=KWIM7ZNYxb
|
poster
|
Leveraging expert feedback to align proxy and ground truth rewards in goal-oriented molecular generation
|
[
"Julien Martinelli",
"Yasmine Nahal",
"Duong Lê",
"Ola Engkvist",
"Samuel Kaski"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=Jjcd2SaH9B
|
poster
|
CryoSTAR: Cryo-EM Heterogeneous Reconstruction of Atomic Models with Structural Regularization
|
[
"Yi Zhou",
"Yilai Li",
"Jing Yuan",
"Fei YE",
"Quanquan Gu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=JaOXEQWqwK
|
poster
|
TrustAffinity: accurate, reliable and scalable out-of-distribution protein-ligand binding affinity prediction using trustworthy deep learning
|
[
"Amitesh Badkul",
"Li Xie",
"Shuo Zhang",
"Lei Xie"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=IEHtoMTOv9
|
poster
|
2401.04246
|
Scalable Normalizing Flows Enable Boltzmann Generators for Macromolecules
|
[
"Joseph Chahn Kim",
"David A Bloore",
"Karan Kapoor",
"Jun Feng",
"Ming-Hong Hao",
"Mengdi Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=GwLt3P9DMI
|
poster
|
2312.05273
|
Evaluating Zero-Shot Scoring for In Vitro Antibody Binding Prediction with Experimental Validation
|
[
"Divya Nori",
"Simon V Mathis",
"Amir Pouya Shanehsazzadeh"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=GGYffFQGkZ
|
poster
|
2305.14517
|
CongFu: Conditional Graph Fusion for Drug Synergy Prediction
|
[
"Oleksii Tsepa",
"Bohdan Naida",
"Anna Goldenberg",
"BO WANG"
] |
[
"https://github.com/bowang-lab/congfu"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=GEqSrmfbvv
|
poster
|
The neural scaling laws for phenotypic drug discovery
|
[
"Drew Linsley",
"John Griffin",
"Jason Parker Brown",
"Adam N Roose",
"Michael Frank",
"Steven Finkbeiner",
"Peter S Linsley",
"Jeremy William Linsley"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=G3WhQ8BtAI
|
poster
|
VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification
|
[
"Florian Sestak",
"Lisa Schneckenreiter",
"Sepp Hochreiter",
"Andreas Mayr",
"Günter Klambauer"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=CPzuoJAVHm
|
poster
|
2310.02744
|
SALSA: Semantically-Aware Latent Space Autoencoder
|
[
"Kathryn E Kirchoff",
"Travis Maxfield",
"Alexander Tropsha",
"Shawn M Gomez"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=BXC5DkKqJj
|
poster
|
2310.10773
|
Gotta be SAFE: A New Framework for Molecular Design
|
[
"Emmanuel Noutahi",
"Cristian Gabellini",
"Michael Craig",
"Jonathan Siu Chi Lim",
"Prudencio Tossou"
] |
https://huggingface.co/papers/2310.10773
|
[
"https://github.com/datamol-io/safe"
] |
[
"bcadkins01/beta_lactam_demo"
] |
[
"datamol-io/safe-gpt"
] |
[
"datamol-io/safe-gpt",
"datamol-io/safe-drugs",
"anrilombard/safe-gpt-small"
] |
NeurIPS2024
|
|
Workshop/AI4D3
|
https://openreview.net/forum?id=BDIljrhC5q
|
poster
|
MoleculeGPT: Instruction Following Large Language Models for Molecular Property Prediction
|
[
"Weitong Zhang",
"Xiaoyun Wang",
"Weili Nie",
"Joe Eaton",
"Brad Rees",
"Quanquan Gu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=Az6WpRVkuQ
|
oral
|
2308.09086
|
Embracing assay heterogeneity with neural processes for markedly improved bioactivity predictions
|
[
"Lucian Chan",
"Marcel Verdonk",
"Carl Poelking"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=AlWm9Cyelk
|
poster
|
FragXsiteDTI: an interpretable transformer-based model for drug-target interaction prediction
|
[
"Ali Khodabandeh Yalabadi",
"Mehdi Yazdani-Jahromi",
"Niloofar Yousefi",
"Aida Tayebi",
"Sina Abdidizaji",
"Ozlem Garibay"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=9Zim5Lpsq3
|
poster
|
2401.06173
|
Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization
|
[
"Jiahao Qiu",
"Hui Yuan",
"Jinghong Zhang",
"Wentao Chen",
"Huazheng Wang",
"Mengdi Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=9EHoWfkAUT
|
poster
|
2407.10452
|
GraphPrint: Extracting Features from 3D Protein Structure for Drug Target Affinity Prediction
|
[
"Amritpal"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=9DxJQpzZTn
|
poster
|
2309.11687
|
Large-scale Pretraining Improves Sample Efficiency of Active Learning based Molecule Virtual Screening
|
[
"Zhonglin Cao",
"Simone Sciabola",
"Ye Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=8ZR5YndPwu
|
poster
|
2311.00862
|
Role of Structural and Conformational Diversity for Machine Learning Potentials
|
[
"Nikhil Shenoy",
"Prudencio Tossou",
"Emmanuel Noutahi",
"Hadrien Mary",
"Dominique Beaini",
"Jiarui Ding"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=8RPbtOC6Sl
|
oral
|
DrugImprover: Utilizing Reinforcement Learning for Multi-Objective Alignment in Drug Optimization
|
[
"Xuefeng Liu",
"Songhao Jiang",
"Archit Vasan",
"Alexander Brace",
"Ozan Gokdemir",
"Thomas Brettin",
"Fangfang Xia",
"Ian Foster",
"Rick Stevens"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=6KdR429i2Q
|
poster
|
AbLEF: Antibody Language Ensemble Fusion for thermodynamically empowered property predictions
|
[
"Zachary A Rollins",
"Talal Widatalla",
"Andrew Waight",
"Alan C Cheng",
"Essam Metwally"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=5Wt7qNRc5u
|
poster
|
DiffDock-Pocket: Diffusion for Pocket-Level Docking with Sidechain Flexibility
|
[
"Michael Plainer",
"Marcella Toth",
"Simon Dobers",
"Hannes Stark",
"Gabriele Corso",
"Céline Marquet",
"Regina Barzilay"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=4GwfOR6lyn
|
poster
|
2312.00080
|
PDB-Struct: A Comprehensive Benchmark for Structure-based Protein Design
|
[
"Chuanrui Wang",
"Bozitao Zhong",
"Zuobai Zhang",
"Narendra Chaudhary",
"Sanchit Misra",
"Jian Tang"
] |
[
"https://github.com/wang-cr/pdb-struct"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=3mRveUdfXA
|
poster
|
Protein Language Models Enable Accurate Cryptic Ligand Binding Pocket Prediction
|
[
"David A Bloore",
"Joseph Chahn Kim",
"Karan Kapoor",
"Eric Chen",
"Kaifu Gao",
"Mengdi Wang",
"Ming-Hong Hao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=3RKshM630V
|
poster
|
Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
|
[
"Adriana Carolina Gonzalez Cavazos",
"Roger Tu",
"Meghamala Sinha",
"Andrew Su"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=3OW9rqKGKy
|
poster
|
Graph Neural Bayesian Optimization for Virtual Screening
|
[
"Miles Wang-Henderson",
"Bartu Soyuer",
"Parnian Kassraie",
"Andreas Krause",
"Ilija Bogunovic"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4D3
|
https://openreview.net/forum?id=2UsUDE4hGw
|
poster
|
2310.13769
|
Compositional Deep Probabilistic Models of DNA Encoded Libraries
|
[
"Benson Chen",
"Mohammad Sultan",
"Theofanis Karaletsos"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4D3
|
https://openreview.net/forum?id=0YUQoQKfGC
|
poster
|
Learning Scalar Fields for Molecular Docking with Fast Fourier Transforms
|
[
"Bowen Jing",
"Tommi Jaakkola",
"Bonnie Berger"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=zjfGRftMPw
|
poster
|
2312.05044
|
Backward Learning for Goal-Conditioned Policies
|
[
"Marc Höftmann",
"Jan Robine",
"Stefan Harmeling"
] |
[
"https://github.com/hauf3n/backward-learning-for-goal-conditioned-policies"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/GCRL
|
https://openreview.net/forum?id=zhCq4KQsYS
|
poster
|
Numerical Goal-based Transformers for Practical Conditions
|
[
"Seonghyun Kim",
"Samyeul Noh",
"Ingook Jang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=wQuszp2l3U
|
poster
|
Goal-Conditioned Recommendations of AI Explanations
|
[
"Saptarashmi Bandyopadhyay",
"Vibhu Agrawal",
"Sarah Savidge",
"Eric Krokos",
"John P Dickerson"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=qveQJGFUjh
|
poster
|
2310.20141
|
Contrastive Difference Predictive Coding
|
[
"Chongyi Zheng",
"Ruslan Salakhutdinov",
"Benjamin Eysenbach"
] |
https://huggingface.co/papers/2310.20141
|
[
"https://github.com/chongyi-zheng/td_infonce"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/GCRL
|
https://openreview.net/forum?id=qU6tZmppN7
|
poster
|
2310.20025
|
GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models
|
[
"Mianchu Wang",
"Rui Yang",
"Xi Chen",
"Meng Fang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/GCRL
|
https://openreview.net/forum?id=l8iK6YqgkR
|
poster
|
Middle-Mile Logistics Through the Lens of Goal-Conditioned Reinforcement Learning
|
[
"Onno Eberhard",
"Thibaut Cuvelier",
"Michal Valko",
"Bruno Adrien De Backer"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=ktyvmR8btd
|
poster
|
Automata Conditioned Reinforcement Learning with Experience Replay
|
[
"Beyazit Yalcinkaya",
"Niklas Lauffer",
"Marcell Vazquez-Chanlatte",
"Sanjit Seshia"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=ihbEwhPaXe
|
poster
|
Empowering Clinicians with MeDT: A Framework for Sepsis Treatment
|
[
"Aamer Abdul Rahman",
"Pranav Agarwal",
"Vincent Michalski",
"Rita Noumeir",
"Samira Kahou"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=hw0WiUnS0G
|
poster
|
Is feedback all you need? Leveraging natural language feedback in goal-conditioned RL
|
[
"Sabrina McCallum",
"Max Taylor-Davies",
"Stefano Albrecht",
"Alessandro Suglia"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=gOGGTsTliS
|
poster
|
2310.08581
|
Universal Visual Decomposer: Long-Horizon Manipulation Made Easy
|
[
"Zichen Zhang",
"Yunshuang Li",
"Osbert Bastani",
"Abhishek Gupta",
"Dinesh Jayaraman",
"Yecheng Jason Ma",
"Luca Weihs"
] |
https://huggingface.co/papers/2310.08581
|
[
""
] |
[] |
[] |
[
"zcczhang/UVD"
] |
NeurIPS2024
|
|
Workshop/GCRL
|
https://openreview.net/forum?id=dmScrQ7SFo
|
poster
|
Score-Models for Offline Goal-Conditioned Reinforcement Learning
|
[
"Harshit Sikchi",
"Rohan Chitnis",
"Ahmed Touati",
"Alborz Geramifard",
"Amy Zhang",
"Scott Niekum"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=dJvx3VtwUl
|
poster
|
2404.01220
|
Entity-Centric Reinforcement Learning for Object Manipulation from Pixels
|
[
"Dan Haramati",
"Tal Daniel",
"Aviv Tamar"
] |
https://huggingface.co/papers/2404.01220
|
[
"https://github.com/danhrmti/ecrl"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/GCRL
|
https://openreview.net/forum?id=cO5d5JZhx0
|
poster
|
2306.14069
|
Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets
|
[
"Anirudhan Badrinath",
"Allen Nie",
"Yannis Flet-Berliac",
"Emma Brunskill"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/GCRL
|
https://openreview.net/forum?id=YgZNmDqyR6
|
poster
|
2310.08887
|
METRA: Scalable Unsupervised RL with Metric-Aware Abstraction
|
[
"Seohong Park",
"Oleh Rybkin",
"Sergey Levine"
] |
https://huggingface.co/papers/2310.08887
|
[
"https://github.com/seohongpark/metra"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/GCRL
|
https://openreview.net/forum?id=UyNjQ3UKO2
|
poster
|
Efficient Value Propagation with the Compositional Optimality Equation
|
[
"Piotr Piękos",
"Aditya Ramesh",
"Francesco Faccio",
"Jürgen Schmidhuber"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=UCGIQaP1mr
|
poster
|
STEVE-1: A Generative Model for Text-to-Behavior in Minecraft (Abridged Version)
|
[
"Shalev Lifshitz",
"Keiran Paster",
"Harris Chan",
"Jimmy Ba",
"Sheila McIlraith"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=S1aOVW3EWv
|
poster
|
Closing the Gap between TD Learning and Supervised Learning – A Generalisation Point of View.
|
[
"Raj Ghugare",
"Matthieu Geist",
"Glen Berseth",
"Benjamin Eysenbach"
] |
[
"https://github.com/rajghugare19/stitching-is-combinatorial-generalisation"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=QT4tXTqTTr
|
poster
|
Goal Misgeneralization as Implicit Goal Conditioning
|
[
"Diego Dorn",
"Neel Alex",
"David Krueger"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=HvtpbQkpK1
|
poster
|
Bi-Directional Goal-Conditioning on Single Value Function for State Space Search Problems
|
[
"Vihaan Akshaay Rajendiran",
"Yu-Xiang Wang",
"Lei Li"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=HJNo1kGVQz
|
poster
|
Causality in Goal Conditioned RL: Return to No Future?
|
[
"Ivana Malenica",
"Susan Murphy"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=GAsu0qy83J
|
poster
|
Hierarchical Empowerment: Toward Tractable Empowerment-Based Skill Learning
|
[
"Andrew Levy",
"Sreehari Rammohan",
"Alessandro Allievi",
"Scott Niekum",
"George Konidaris"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=FmzJhYIYsX
|
poster
|
2307.03406
|
Goal-Conditioned Predictive Coding for Offline Reinforcement Learning
|
[
"Zilai Zeng",
"Ce Zhang",
"Shijie Wang",
"Chen Sun"
] |
https://huggingface.co/papers/2307.03406
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/GCRL
|
https://openreview.net/forum?id=DrosGMxl2v
|
poster
|
Does Hierarchical Reinforcement Learning Outperform Standard Reinforcement Learning in Goal-Oriented Environments?
|
[
"Ziyan Luo",
"Yijie Zhang",
"Zhaoyue Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=DaFZHuSgnG
|
poster
|
Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
|
[
"Kevin Black",
"Mitsuhiko Nakamoto",
"Pranav Atreya",
"Homer Walke",
"Chelsea Finn",
"Aviral Kumar",
"Sergey Levine"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=DYd2q5wufn
|
poster
|
Using Proto-Value Functions for Curriculum Generation in Goal-Conditioned RL
|
[
"Henrik Metternich",
"Ahmed Hendawy",
"Pascal Klink",
"Jan Peters",
"Carlo D'Eramo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=878mNdKwdw
|
poster
|
2312.10276
|
Asymmetric Norms to Approximate the Minimum Action Distance
|
[
"Lorenzo Steccanella",
"Anders Jonsson"
] |
[
"https://github.com/lorenzosteccanella/srl"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/GCRL
|
https://openreview.net/forum?id=5vne5bcNjl
|
poster
|
Simple Data Sharing for Multi-Tasked Goal-Oriented Problems
|
[
"Ying Fan",
"Jingling Li",
"Adith Swaminathan",
"Aditya Modi",
"Ching-An Cheng"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=4Xsa03f9jR
|
poster
|
2306.03346
|
Stabilizing Contrastive RL: Techniques for Robotic Goal Reaching from Offline Data
|
[
"Chongyi Zheng",
"Benjamin Eysenbach",
"Homer Walke",
"Patrick Yin",
"Kuan Fang",
"Ruslan Salakhutdinov",
"Sergey Levine"
] |
https://huggingface.co/papers/2306.03346
|
[
"https://github.com/chongyi-zheng/stable_contrastive_rl"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/GCRL
|
https://openreview.net/forum?id=3VfpUH7zVT
|
poster
|
2310.08235
|
GROOT: Learning to Follow Instructions by Watching Gameplay Videos
|
[
"Shaofei Cai",
"Bowei Zhang",
"Zihao Wang",
"Xiaojian Ma",
"Anji Liu",
"Yitao Liang"
] |
https://huggingface.co/papers/2310.08235
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/GCRL
|
https://openreview.net/forum?id=23unYWTEM0
|
poster
|
Multi-Resolution Skill Discovery for Hierarchical Reinforcement Learning
|
[
"Shashank Sharma",
"Vinay Namboodiri",
"Janina Hoffmann"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/GCRL
|
https://openreview.net/forum?id=1ox1Dsy3Dz
|
poster
|
An Investigation into Value-Implicit Pre-training for Task-Agnostic, Sample-Efficient Goal-Conditioned Reinforcement Learning
|
[
"Samyeul Noh",
"Seonghyun Kim",
"Ingook Jang",
"Hyun Myung"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=zAHFC2LNEe
|
poster
|
Effective Non-Dissipative Propagation for Continuous-Time Dynamic Graphs
|
[
"Alessio Gravina",
"Giulio Lovisotto",
"Claudio Gallicchio",
"Davide Bacciu",
"Claas Grohnfeldt"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=z884yjDr30
|
poster
|
2305.19183
|
Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting
|
[
"Andrea Cini",
"Danilo Mandic",
"Cesare Alippi"
] |
[
"https://github.com/andreacini/higp"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=tkjGiKs2g6
|
poster
|
2305.07731
|
Predicting COVID-19 pandemic by spatio-temporal graph neural networks: A New Zealand's study
|
[
"Bach Nguyen",
"Truong Son Hy",
"Long Tran-Thanh",
"Nhung Nghiem"
] |
[
"https://github.com/hysonlab/pandemic_tgnn"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=ry2mnc3eBa
|
poster
|
DspGNN: Bringing Spectral Design to Discrete Time Dynamic Graph Neural Networks for Edge Regression
|
[
"Leshanshui YANG",
"Clément Chatelain",
"Sébastien Adam"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=oGJFcWGePV
|
poster
|
2312.13068
|
Continuous-time Graph Representation with Sequential Survival Process
|
[
"Abdulkadir Celikkanat",
"Nikolaos Nakis",
"Morten Mørup"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=meet41uEs8
|
poster
|
Using Causality-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs
|
[
"Franziska Heeg",
"Ingo Scholtes"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=hh3salTr27
|
poster
|
2302.08643
|
Fast Temporal Wavelet Graph Neural Networks
|
[
"Duc Thien Nguyen",
"Tuan Nguyen",
"Truong Son Hy",
"Risi Kondor"
] |
[
"https://github.com/hysonlab/twgnn"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=gvZjnRuRFi
|
poster
|
Adaptive Message Passing Sign Algorithm
|
[
"Changran Peng",
"Yi Yan",
"Ercan KURUOGLU"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=X6aLQLmnWq
|
poster
|
GenTKG: Generative Forecasting on Temporal Knowledge Graph
|
[
"Ruotong Liao",
"Xu Jia",
"Yunpu Ma",
"Volker Tresp"
] |
[
"https://github.com/mayhugotong/gentkg"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=WvFHDkIhmp
|
poster
|
2312.14939
|
Large-scale Graph Representation Learning of Dynamic Brain Connectome with Transformers
|
[
"Byung-Hoon Kim",
"Jungwon Choi",
"EungGu Yun",
"Kyungsang Kim",
"Xiang Li",
"Juho Lee"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=W9QOkbGccr
|
poster
|
2409.08766
|
SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural Networks
|
[
"Dingyi Zhuang",
"Yuheng Bu",
"Guang Wang",
"Shenhao Wang",
"Jinhua Zhao"
] |
[
"https://github.com/AnonymousSAUC/SAUC"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=W1egrsoVIf
|
poster
|
2310.02721
|
Leveraging Temporal Graph Networks Using Module Decoupling
|
[
"Or Feldman",
"Chaim Baskin"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=VOVQQcjrz1
|
poster
|
Exploring Graph Structure in Graph Neural Networks for Epidemic Forecasting
|
[
"Ching-Hao Fan",
"Sai Supriya Varugunda",
"Lijing Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=UVh8QBeWlN
|
poster
|
Gen-T: Reduce Distributed Tracing Operational Costs Using Generative Models
|
[
"Saar Tochner",
"Giulia Fanti",
"Vyas Sekar"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=UMokRwWfLW
|
poster
|
Do Temporal Knowledge Graph Embedding Models Learn or Memorize Shortcuts?
|
[
"Jiaxin Pan",
"Mojtaba Nayyeri",
"Yinan Li",
"Steffen Staab"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=QJx3Cmddsy
|
poster
|
2206.03469
|
Marked Neural Spatio-Temporal Point Process Involving a Dynamic Graph Neural Network
|
[
"Alice Moallemy-Oureh",
"Silvia Beddar-Wiesing",
"Rüdiger Nather",
"Josephine Thomas"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=Ks94Yn5jqY
|
poster
|
2309.15730
|
Temporal graph models fail to capture global temporal dynamics
|
[
"Michal Daniluk",
"Jacek Dabrowski"
] |
[
"https://github.com/temporal-graphs-negative-sampling/tgb"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=KGqtCfYJon
|
poster
|
2303.12021
|
Graph Kalman Filters
|
[
"Daniele Zambon",
"Cesare Alippi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=JXranzV2zV
|
poster
|
2312.01994
|
A Generative Self-Supervised Framework using Functional Connectivity in fMRI Data
|
[
"Jungwon Choi",
"Seongho Keum",
"EungGu Yun",
"Byung-Hoon Kim",
"Juho Lee"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=HZuRArNb4b
|
poster
|
2306.11313
|
Deep graph kernel point processes
|
[
"Zheng Dong",
"Matthew Repasky",
"Xiuyuan Cheng",
"Yao Xie"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=HSgx1aJeR8
|
poster
|
Topological and Temporal Data Augmentation for Temporal Graph Networks
|
[
"Haoran Liu",
"Jianling Wang",
"Kaize Ding",
"James Caverlee"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=HPVXyXAYk3
|
poster
|
2312.10317
|
Spatial-Temporal DAG Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification
|
[
"Rui Yang",
"Wenrui Dai",
"Huajun She",
"Yiping P. Du",
"Dapeng Wu",
"Hongkai Xiong"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=GYSG2vF6z5
|
poster
|
2311.12630
|
Hierarchical Joint Graph Learning and Multivariate Time Series Forecasting
|
[
"JuHyeon Kim",
"HyunGeun Lee",
"Seungwon Yu",
"Ung Hwang",
"Wooyul Jung",
"Miseon Park",
"Kijung Yoon"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=EWoAYik8ta
|
poster
|
2311.12255
|
Exploring Time Granularity on Temporal Graphs for Dynamic Link Prediction in Real-world Networks
|
[
"Xiangjian Jiang",
"Yanyi Pu"
] |
[
"https://github.com/silencex12138/time-granularity-on-temporal-graphs"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=DRrSYKNhD1
|
poster
|
Inductive Link Prediction in Static and Temporal Graphs for Isolated Nodes
|
[
"Ayan Chatterjee",
"Robin Walters",
"Giulia Menichetti",
"Tina Eliassi-Rad"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=B7Wd1K0l4I
|
poster
|
BitGraph: A Framework For Scaling Temporal Graph Queries on GPUs
|
[
"Alexandria Barghi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=API0yII2Ua
|
poster
|
TBoost: Gradient Boosting Temporal Graph Neural Networks
|
[
"Pritam Nath",
"Govind Waghmare",
"Nancy Agrawal",
"Nitish Kumar",
"Siddhartha Asthana"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=9B8ocBg4VJ
|
poster
|
Towards predicting future time intervals on Temporal Knowledge Graphs
|
[
"Roxana Pop",
"Egor Kostylev"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=8PRRNv81qB
|
poster
|
STGraph: A Framework for Temporal Graph Neural Networks
|
[
"Nithin Puthalath Manoj",
"Joel Cherian",
"Kevin Jude Concessao",
"Unnikrishnan Cheramangalath"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=88tGIxxhsf
|
poster
|
Anomaly Detection in Continuous-Time Temporal Provenance Graphs
|
[
"Jakub Reha",
"Giulio Lovisotto",
"Michele Russo",
"Alessio Gravina",
"Claas Grohnfeldt"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=77Tyf2SFhX
|
poster
|
2310.00336
|
DURENDAL: Graph deep learning framework for temporal heterogeneous networks
|
[
"Manuel Dileo",
"Matteo Zignani",
"Sabrina Gaito"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/TGL
|
https://openreview.net/forum?id=5VataMO1Gs
|
poster
|
Learning Temporal Higher-order Patterns to Detect Anomalous Brain Activity
|
[
"Ali Behrouz",
"Farnoosh Hashemi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=1W1LyStQap
|
poster
|
Mitigating Cold-start Problem Using Cold Causal Demand Forecasting Model
|
[
"Zahra Fatemi",
"Minh Huynh",
"Elena Zheleva",
"Zamir Syed",
"Xiaojun Di"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/TGL
|
https://openreview.net/forum?id=1Ji9QsUVQ1
|
poster
|
An Information-Theoretic Analysis on Temporal Graph Evolution
|
[
"Amirmohammad Farzaneh"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
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