ICLR 2025 Conference Submissions

Towards Efficient and Scalable Multi-agent Reasoning via Bayesian Nash Equilibrium
Xie Yi, Zhanke Zhou, Chentao Cao, Qiyu Niu, Bo Han
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Optimal Transport for Time Series Imputation
Hao Wang, zhengnan li, Haoxuan Li, Xu Chen, Mingming Gong, BinChen, Zhichao Chen
- Published: 22 Jan 2025, Last Modified: 02 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
HuRi : Humanoid Robots Adaptive Risk-ware Distributional Reinforcement Learning for Robust Control
junlong wu, Yi Cheng, Hang Liu, Houde Liu, Xueqian Wang, Bin Liang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
From General to Expert: Custom Pruning LLMs Across Language, Domain, and Task
Yiran Zhao, Wenxuan Zhang, Guizhen Chen, Kenji Kawaguchi, Lidong Bing
- 28 Sept 2024 (modified: 15 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
Yunhak Oh, Junseok Lee, Yeongmin Kim, Namkyeong Lee, Chanyoung Park
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
From Rest to Action: Adaptive Weight Generation for Motor Imagery Classification from Resting-State EEG Using Hypernetworks
Param Rajpura, Yogesh Kumar Meena
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Optimal Transport for Reducing Bias in Causal Inference without Data Splitting
Yuguang Yan, Zongyu Li, Haolin Yang, Zeqin Yang, Hao Zhou, Ruichu Cai, Zhifeng Hao
- 28 Sept 2024 (modified: 03 Apr 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adaptive Vision Encoders: Balancing Efficiency and Robustness in Vision-Language Models
Aristeidis Panos, Rahaf Aljundi, Daniel Olmeda Reino, Richard E. Turner
- 28 Sept 2024 (modified: 29 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Video Action Differencing
James Burgess, Xiaohan Wang, Yuhui Zhang, Anita Rau, Alejandro Lozano, Lisa Dunlap, Trevor Darrell, Serena Yeung-Levy
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Automated Parameter Extraction for Biologically Realistic Neural Networks: An Initial Exploration with Large Language Models
Gaganpreet Jhajj, Gutierrez Carlos Enrique, Kenji Doya
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
scKGOT: Intercellular Signaling Inference with Knowledge Graph Optimal Transport for Single-cell Transcriptomics
Haihong Yang, Xin Shao, Chengyu Li, Qiang Zhang, Renjun Xu, Xiaohui Fan, Huajun Chen
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Injecting Learnable Table Features into LLMs
Liyao Li, Chao Ye, Wentao Ye, Yifei Sun, Zhe Jiang, Haobo Wang, Gang Chen, Junbo Zhao
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
GANDALF: Generative AttentioN based Data Augmentation and predictive modeLing Framework for personalized cancer treatment
Aishwarya Jayagopal, Yanrong Zhang, Robert John Walsh, Tuan Zea Tan, Anand D Jeyasekharan, Vaibhav Rajan
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
GPTBIAS: A Comprehensive Framework for Evaluating Bias in Large Language Models
Jiaxu Zhao, Meng Fang, Shirui Pan, Wenpeng Yin, Mykola Pechenizkiy
- 28 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
RaSA: Rank-Sharing Low-Rank Adaptation
Zhiwei He, Zhaopeng Tu, Xing Wang, Xingyu Chen, Zhijie Wang, Jiahao Xu, Tian Liang, Wenxiang Jiao, Zhuosheng Zhang, Rui Wang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Optimization Insights into Deep Diagonal Linear Networks
Hippolyte Labarrière, Cesare Molinari, Lorenzo Rosasco, Cristian Jesus Vega Cereño, Silvia Villa
- 28 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Harnessing Query Heterogeneity for Cost-Effective Proactive Caching in LLM Inference
Hantao Yang, Hong Xie, Xutong Liu, Defu Lian, Enhong Chen
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Ontology-Retrieval Augmented Generation for Scientific Discovery
Andres M Bran, Alexandru Oarga, Matthew Hart, Magdalena Lederbauer, Philippe Schwaller
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Revisiting the Scaling Effects of LLMs on Medical Reasoning Capabilities
Yuxuan Zhou, Xien Liu, Chen Ning, Xiao Zhang, Chenwei Yan, Xiangling Fu, Ji Wu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SinkQ: Accurate 2-bit KV Cache Quantization with Dynamic Sink Tracking
Yi Su, Yuechi Zhou, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Min Zhang
- 28 Sept 2024 (modified: 15 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Scaling Speech-Text Pre-training with Synthetic Interleaved Data
Aohan Zeng, Zhengxiao Du, Mingdao Liu, Lei Zhang, shengmin jiang, Yuxiao Dong, Jie Tang
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Efficient Training of Sparse Autoencoders for Large Language Models via Layer Clustering
Marco Molinari, Davide Ghilardi, Federico Belotti
- 28 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Offline Model-Based Optimization by Learning to Rank
Rong-Xi Tan, Ke Xue, Shen-Huan Lyu, Haopu Shang, yaowang, Yaoyuan Wang, Fu Sheng, Chao Qian
- Published: 22 Jan 2025, Last Modified: 27 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Calibration of ordinal regression networks
Daehwan Kim, Haejun Chung, Ikbeom Jang
- 28 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ExploraCoder: Advancing code generation for multiple unseen APIs via planning and chained exploration
Yunkun Wang, Yue Zhang, Zhen Qin, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng
- 28 Sept 2024 (modified: 07 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone