ICLR 2025 Conference Submissions

Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement
Gaurav Patel, Christopher Michael Sandino, Behrooz Mahasseni, Ellen L. Zippi, Erdrin Azemi, Ali Moin, Juri Minxha
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Online Reinforcement Learning in Non-Stationary Context-Driven Environments
Pouya Hamadanian, Arash Nasr-Esfahany, Malte Schwarzkopf, Siddhartha Sen, Mohammad Alizadeh
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
CaLMFlow: Volterra Flow Matching using Causal Language Models
Sizhuang He, Daniel Levine, Ivan Vrkic, Marco Francesco Bressana, David Zhang, Syed A Rizvi, Yangtian Zhang, Emanuele Zappala, David van Dijk
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning
Kai Jungel, Dario Paccagnan, Axel Parmentier, Maximilian Schiffer
- Published: 22 Jan 2025, Last Modified: 17 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Channel-Wise Mixed-Precision Quantization for Large Language Models
Zihan Chen, BIKE XIE, Jundong Li, Cong Shen
- 27 Sept 2024 (modified: 21 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A shot of Cognac to forget bad memories: Corrective Unlearning in GNNs
Varshita Kolipaka, Akshit Sinha, Debangan Mishra, Sumit Kumar, Arvindh Arun, Shashwat Goel, Ponnurangam Kumaraguru
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Reinforcement Learning from Wild Animal Videos
Elliot Chane-Sane, Constant Roux, Olivier Stasse, Nicolas Mansard
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
To Clip or not to Clip: the Dynamics of SGD with Gradient Clipping in High-Dimensions
Noah Marshall, Ke Liang Xiao, Atish Agarwala, Elliot Paquette
- Published: 22 Jan 2025, Last Modified: 20 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Towards Fully Autonomous Driving with Automated Commonsense Reasoning
Keegan Kimbrell, Tianhao Wang, Gopal Gupta, Feng Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation
Jun Hyeong Kim, Seonghwan Kim, Seokhyun Moon, Hyeongwoo Kim, Jeheon Woo, Woo Youn Kim
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Automatically Generating Visual Hallucination Test Cases for Multimodal Large Language Models
Zhongye Liu, Hongbin Liu, Yuepeng Hu, Zedian Shao, Neil Zhenqiang Gong
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Breaking Mental Set to Improve Reasoning through Diverse Multi-Agent Debate
Yexiang Liu, Jie Cao, Zekun Li, Ran He, Tieniu Tan
- Published: 22 Jan 2025, Last Modified: 27 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Dynamic Gradient Alignment for Online Data Mixing
Simin Fan, David Grangier, Pierre Ablin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Speaking Guided by Listening: Unsupervised Text-to-Speech Generative Model Guided by End-to-End Speech Recognition
Chenda Li, Wei Wang, Samuele Cornell, leying zhang, Zhengyang Chen, Shinji Watanabe, Yanmin Qian
- 27 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SubTrack your Grad: Gradient Subspace Tracking for Memory-Efficient LLM Training and Fine-Tuning
Sahar Rajabi, Sirisha Rambhatla
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Predicting Spatial Transcriptomics from Histology Images via Biologically Informed Flow Matching
Tinglin Huang, Tianyu Liu, Mehrtash Babadi, Wengong Jin, Rex Ying
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Tight Lower Bounds under Asymmetric High-Order Hölder Smoothness and Uniform Convexity
Site Bai, Brian Bullins
- Published: 22 Jan 2025, Last Modified: 03 May 2025
- ICLR 2025 Oral
- Readers: Everyone
Benchmark Inflation: Revealing LLM Performance Gaps Using Retro-Holdouts
Jacob Haimes, Cenny Wenner, Kunvar Thaman, Vassil Tashev, Clement Neo, Esben Kran, Jason Hoelscher-Obermaier
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Vietnamese Text-to-SQL with Large Language Models: A Comprehensive Approach
Phu Nguyen Dac Hoang, Cuong Le Phuoc, Tri Doan Tran Cao, Nguyễn Minh Quang
- 27 Sept 2024 (modified: 07 Nov 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Learning on LoRAs: GL-Equivariant Processing of Low-Rank Weight Spaces for Large Finetuned Models
Theo Putterman, Derek Lim, Yoav Gelberg, Stefanie Jegelka, Haggai Maron
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CBM-zero: Concept Bottleneck Model With Zero Performance Loss
Zhenzhen Wang, Aleksander Popel, Jeremias Sulam
- 27 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
LayoutRL: A Reinforcement Learning-Based Approach to Keyboard Layout Optimization
Iftekharul Abedeen, Fahim Hafiz, Swakkhar Shatabda
- 27 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Generalization of FedAvg Under Constrained Polyak-Lojasiewicz Type Conditions: A Single Hidden Layer Neural Network Analysis
Sumit Sah, Shruti P Maralappanavar, Bharath B N, Prashant Khanduri
- 27 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Sparsing Law: Towards Large Language Models with Greater Activation Sparsity
Yuqi Luo, Chenyang Song, Xu Han, Yingfa Chen, Chaojun Xiao, Zhiyuan Liu, Maosong Sun
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Resolution Attack: Exploiting Image Compression to Deceive Deep Neural Networks
Wangjia Yu, Xiaomeng Fu, Qiao Li, Jizhong Han, Xiaodan Zhang
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone