ICLR 2025 Conference Submissions

Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
Weize Chen, Ziming You, Ran Li, yitong guan, Chen Qian, Chenyang Zhao, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Adversarial Generative Flow Network for Solving Vehicle Routing Problems
Ni Zhang, Jingfeng Yang, Zhiguang Cao, Xu Chi
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
DASH: Data-Efficient Learned Cost Models for Sparse Matrix Computations on Emerging Hardware Platforms
Chamika Sudusinghe, Gerasimos Gerogiannis, Damitha Lenadora, Charles Block, Josep Torrellas, Charith Mendis
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
$Staple$: Towards Reliable Problem Solving with Large Language Models via Plan Optimization and Tree Search
Sijia Chen, Ningxin Su, Baochun Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Improving the Efficiency of Test-Time Search in LLMs with Backtracking
Anikait Singh, Kushal Arora, Sedrick Keh, Jean Mercat, Tatsunori Hashimoto, Chelsea Finn, Aviral Kumar
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CoMMIT: Coordinated Instruction Tuning for Multimodal Large Language Models
Junda Wu, Xintong Li, Tong Yu, Rui Wang, Yu Wang, Xiang Chen, Jiuxiang Gu, Lina Yao, Jingbo Shang, Julian McAuley
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Preference-Driven Spatial-Temporal Counting Process Models
Chao Yang, Yiling Kuang, Shuang Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Drift Type and Magnitude Detection in Image Classification Neural Networks
Danushka Senarathna, Spyros Tragoudas, Kiriti Nagesh Gowda, Mike Schmit
- 28 Sept 2024 (modified: 17 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Brain-Like Replay Naturally Emerges in Reinforcement Learning Agents
Jiyi Wang, Likai Tang, Huimiao Chen, Marcelo G Mattar, Sen Song
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images
Yubo Wang, Jianting Tang, Chaohu Liu, Linli Xu
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback
Youquan Li, Miao Zheng, Fan Yang, Guosheng Dong, Bin CUI, weipeng chen, Zenan Zhou, Wentao Zhang
- 28 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Layer-Wise Quantization: A Pragmatic and Effective Method for Quantizing LLMs
Razvan-Gabriel Dumitru, Vikas Yadav, Rishabh Maheshwary, Paul Ioan Clotan, Sathwik Tejaswi Madhusudhan, Mihai Surdeanu
- 28 Sept 2024 (modified: 27 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
TACD-GRU: Time-Aware Context-Dependent Autoregressive Model for Irregularly Sampled Time Series
Ankitkumar Joshi, Milos Hauskrecht
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
UrbanPlanBench: A Comprehensive Assessment of Urban Planning Abilities in Large Language Models
Yu Zheng, Longyi Liu, Yuming Lin, Jie Feng, Guozhen Zhang, Depeng Jin, Yong Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mutual-Inform SMoE: Improving Routing Stability via Probabilistic Graphical Model
Tam Minh Nguyen, Ngoc N. Tran, Khai Nguyen, Richard Baraniuk
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RoFt-Mol: Benchmarking Robust Fine-tuning with Molecular Graph Foundation Models
Shikun Liu, Deyu Zou, Nima Shoghi, Victor Fung, Kai Liu, Pan Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum
Haoyang Li, Xin Wang, Zeyang Zhang, Zongyuan Wu, Linxin Xiao, Yaofei Wu, Wenwu Zhu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Ref-EMGBench: Benchmarking Reference Normalization for Electromyography Data
Lihong Jin, Jehan Yang, Douglas J Weber, Zackory Erickson
- 28 Sept 2024 (modified: 16 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement
Chenxu Wu, Qingpeng Kong, Zihang Jiang, S Kevin Zhou
- Published: 22 Jan 2025, Last Modified: 09 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning to Search from Demonstration Sequences
Dixant Mittal, Liwei Kang, Wee Sun Lee
- Published: 22 Jan 2025, Last Modified: 10 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement
Zhifan Ye, Kejing Xia, Yonggan Fu, Xin Dong, Jihoon Hong, Xiangchi Yuan, Shizhe Diao, Jan Kautz, Pavlo Molchanov, Yingyan Celine Lin
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation
Aurick Qiao, Zhewei Yao, Samyam Rajbhandari, Yuxiong He
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning Rotation-Invariant Representation using Rotation-Equivariant CNNs
Sangjun Han, Kwanghyun Ko, Woojin Cheong, Myungjoo Kang
- 28 Sept 2024 (modified: 27 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Robust Weight Initialization for Tanh Neural Networks with Fixed Point Analysis
Hyun woo Lee, Hayoung Choi, Hyunju Kim
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Stiefel Flow Matching for Moment-Constrained Structure Elucidation
Austin Henry Cheng, Alston Lo, Kin Long Kelvin Lee, Santiago Miret, Alan Aspuru-Guzik
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone