ICLR 2025 Conference Submissions

Steering 3D Molecule Generation in Data-Sparse Regions via Distributional Physical Priors
Haokai Hong, Wanyu Lin, Ming Yang, KC Tan
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
BiQAP: Neural Bi-level Optimization-based Framework for Solving Quadratic Assignment Problems
Liangliang Shi, Haoran Zhang, Shuheng Shen, Changhua Meng, Weiqiang Wang, Junchi Yan
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Large Language Models based Graph Convolution for Text-Attributed Networks
Chuang Zhou, Zhu Wang, Shengyuan Chen, Jiahe Du, Qiyuan Zheng, Zhaozhuo Xu, Xiao Huang
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
BetterBodies: Reinforcement Learning guided Diffusion for Antibody Sequence Design
Yannick Vogt, Mehdi Naouar, Maria Kalweit, Cornelius Miething, Justus Duyster, Joschka Boedecker, Gabriel Kalweit
- 24 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PSformer: Parameter-efficient Transformer with Segment Attention for Time Series Forecasting
Yanlong Wang, Jian Xu, Fei Ma, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts
Xiaoming Shi, Shiyu Wang, Yuqi Nie, Dianqi Li, Zhou Ye, Qingsong Wen, Ming Jin
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
MaskTwins: Dual-form Complementary Masking for Domain-Adaptive Image Segmentation
Jiawen Wang, Yinda Chen, Xiaoyu Liu, Che Liu, Dong Liu, Zhiwei Xiong
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Typography Leads Semantic Diversifying: Amplifying Adversarial Transferability across Multimodal Large Language Models
Hao Cheng, Erjia Xiao, Jiayan Yang, Jiahang Cao, Qiang Zhang, Le Yang, Jize Zhang, Kaidi Xu, Jindong Gu, Renjing Xu
- 24 Sept 2024 (modified: 14 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Diss-l-ECT: Dissecting Graph Data with local Euler Characteristic Transforms
Julius von Rohrscheidt, Bastian Rieck
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings
Hossein Mirzaei, Mackenzie W Mathis
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Shape as Line Segments: Accurate and Flexible Implicit Surface Representation
Siyu Ren, Junhui Hou
- Published: 22 Jan 2025, Last Modified: 14 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards
Sheng Wang, Liheng Chen, Pengan CHEN, Jingwei Dong, Boyang XUE, Jiyue Jiang, Lingpeng Kong, Chuan Wu
- Published: 22 Jan 2025, Last Modified: 15 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Stabilized Neural Dynamics for Behavioral Decoding via Hierarchical Domain Adaptation
Puli Wang, Yu Qi, Yueming Wang, Gang Pan
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
InteractiveCOT: Aligning Dynamic Chain-of-Thought Planning for Embodied Decision-Making
Kechen Jiao, Zhirui Fang, Jiahao Liu, Bei Li, Zhongjian Qiao, Yaxin Xu, Yifan Zhu, Xinyu Liu, Jingang Wang, Xiu Li
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Leveraging Prior Experience: An Expandable Auxiliary Knowledge Base for Text-to-SQL
Zhibo Chu, Zichong Wang, Qitao Qin
- 24 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Integrating Relation Dependences and Textual Semantics for Coherent Logical Reasoning over Temporal Knowledge Graph
Qing Li, Guanzhong Wu, kaiwen wei
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Language Models' Internal Conflicts: Layer-wise Usable Information For Detecting Model (Un)answerability
Hazel Kim, Philip Torr, Adel Bibi
- 24 Sept 2024 (modified: 12 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Multi Task Inverse Reinforcement Learning for Common Sense Reward
Neta Glazer, Aviv Shamsian, Aviv Navon, Ethan Fetaya
- 24 Sept 2024 (modified: 24 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
HiLoRA: High-frequency-augmented Low-Rank Adaptation
Hyowon Wi, Noseong Park
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery
Chuyu Zhang, Peiyan Gu, Xueyang Yu, Xuming He
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Simulating Human-like Daily Activities with Desire-driven Autonomy
Yiding Wang, Yuxuan Chen, Fangwei Zhong, Long Ma, Yizhou Wang
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Reshaping Reservoirs: Hebbian Plasticity for Improved Data Separability
Cazalet Tanguy, Joni Dambre
- 24 Sept 2024 (modified: 04 Apr 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling
Jinghan Li, Zhicheng Sun, Fei Li, Cao Sheng, JiaZhong Yu, Yadong MU
- 24 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Ctrl-U: Robust Conditional Image Generation via Uncertainty-aware Reward Modeling
Guiyu Zhang, Huan-ang Gao, Zijian Jiang, Hao Zhao, Zhedong Zheng
- Published: 22 Jan 2025, Last Modified: 19 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Gradient correlation is a key ingredient to accelerate SGD with momentum
Julien Hermant, Marien Renaud, Jean-François Aujol, Charles Dossal, Aude Rondepierre
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone