ICLR 2025 Conference Submissions

Build your own cell: Diffusion Models for Multichannel 3D Microscopy Image Generation
Reed Naidoo, Matt De Vries, Olga Fourkioti, Lucas G Dent, Nathan Curry, Chris Dunsby, Chris Bakal
- 27 Sept 2024 (modified: 18 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Beyond Browsing: API-Based Web Agents
Yueqi Song, Frank F. Xu, Shuyan Zhou, Graham Neubig
- 27 Sept 2024 (modified: 14 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Distributed Gradient Descent with Many Local Steps in Overparameterized Models
Heng Zhu, Harsh Vardhan, Arya Mazumdar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MU-Bench: A Multitask Multimodal Benchmark for Machine Unlearning
Jiali Cheng, Hadi Amiri
- 27 Sept 2024 (modified: 05 Nov 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Fragile Giants: Understanding Susceptibility of Models to Subpopulation Attacks
Isha Gupta, Hidde Lycklama, Emanuel Opel, Evan Rose, Anwar Hithnawi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Hide & Seek: Transformer Symmetries Obscure Sharpness & Riemmanian Geometry Finds It
Marvin F. da Silva, Felix Dangel, Sageev Oore
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning
Nan Jiang, Chengxiao Wang, Kevin Liu, Xiangzhe Xu, Lin Tan, Xiangyu Zhang, Petr Babkin
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Tool Unlearning for Tool Augmented LLMs
Jiali Cheng, Hadi Amiri
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Two-Step Offline Preference-Based Reinforcement Learning with Constrained Actions
Yinglun Xu, Tarun Suresh, Rohan Gumaste, David Zhu, Ruirui Li, Zhengyang Wang, Haoming Jiang, Xianfeng Tang, Qingyu Yin, Monica Xiao Cheng, Qi Zeng, Chao Zhang, Gagandeep Singh
- 27 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Koopman Embedded Equivariant Control
Xiaoyuan Cheng, Yiming Yang, Wei Jiang, Xiaohang Tang, Yukun Hu
- 27 Sept 2024 (modified: 31 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Unlocking Exocentric Video-Language Data for Egocentric Video Representation Learning
Zi-Yi Dou, Xitong Yang, Tushar Nagarajan, Huiyu Wang, Jing Huang, Nanyun Peng, Kris M. Kitani, FU-JEN CHU
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On the Training Convergence of Transformers for In-Context Classification
Wei Shen, Ruida Zhou, Jing Yang, Cong Shen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
How to distill task-agnostic representations from many teachers?
Philippe Formont, Maxime DARRIN, Banafsheh Karimian, Loïc Fosse, Eric Granger, Ismail Ben Ayed, Jackie CK Cheung, Mohammadhadi Shateri, Pablo Piantanida
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Calibrate to Discriminate:Improve In-Context Learning with Label-Free Comparative Inference
Wei Cheng, Tianlu Wang, Yanmin Ji, Keren Tan, Fan Yang, Yiyu Zheng
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FEDERATED COMPOSITIONAL OPTIMIZATION: THE IMPACT OF TWO-SIDED LEARNING RATES ON COMMUNICATION EFFICIENCY
Prashant Khanduri, Chengyin Li, Rafi Ibn Sultan, Aditi Sarker, Yao Qiang, Joerg Kliewer, Dongxiao Zhu
- 27 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Parameterization Agnostic RL
Max Sobol Mark, Tian Gao, Georgia Gabriela Sampaio, Mohan Kumar Srirama, Archit Sharma, Chelsea Finn, Aviral Kumar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DAWN-SI: Data-Aware and Noise-Informed Stochastic Interpolation for Solving Inverse Problems
Shadab Ahamed, Eldad Haber
- 27 Sept 2024 (modified: 07 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Agential AI for integrated continual learning, deliberative behavior, and comprehensible models
Zeki Doruk Erden, Boi Faltings
- 27 Sept 2024 (modified: 16 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MathCAMPS: Fine-grained Synthesis of Mathematical Problems From Human Curricula
Shubhra Mishra, Gabriel Poesia, Belinda Mo, Noah Goodman
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Reducing Hallucinations in Large Vision-Language Models via Latent Space Steering
Sheng Liu, Haotian Ye, James Zou
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Certified Training with Branch-and-Bound: A Case Study on Lyapunov-stable Neural Control
Zhouxing Shi, Cho-Jui Hsieh, Huan Zhang
- 27 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Integrated Multi-system Prediction via Equilibrium State Evaluation
Beinan Xu, Andy Song, Jiti Gao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Basel: Target-Aware Basis Selection for Language Models
Yang Li, Changsheng Zhao, Daniel Agyei Asante, Ernie Chang, Yangyang Shi, Vikas Chandra
- 27 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization
huaqin zhao, Jiaxi Li, Yi Pan, Shizhe Liang, Xiaofeng Yang, Fei Dou, Tianming Liu, Jin Lu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Revisiting Positional Information in Transformers in the era of Fused Attention
Aditya Kane, Ali Hassani, Humphrey Shi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone