ICLR 2025 Conference Submissions

Neural Architecture Search by Learning a Hierarchical Search Space
Mehraveh Javan Roshtkhari, Matthew Toews, Marco Pedersoli
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learn-by-interact: A Data-Centric Framework For Self-Adaptive Agents in Realistic Environments
Hongjin SU, Ruoxi Sun, Jinsung Yoon, Pengcheng Yin, Tao Yu, Sercan O Arik
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
A Multimodal Class-Incremental Learning benchmark for classification tasks
Marco D'Alessandro, Enrique Calabrés, Mikel Elkano, David Vazquez
- 27 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
The Fair Language Model Paradox
Andrea Pinto, Tomer Galanti, Randall Balestriero
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Causal Representation Learning from Multimodal Biomedical Observations
Yuewen Sun, Lingjing Kong, Guangyi Chen, Loka Li, Gongxu Luo, Zijian Li, Yixuan Zhang, Yujia Zheng, Mengyue Yang, Petar Stojanov, Eran Segal, Eric P. Xing, Kun Zhang
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Implicit Dynamical Flow Fusion (IDFF) for Generative Modeling
Mohammad Reza Rezaei, Rahul Krishnan, Milos Radomir Popovic, Milad Lankarany
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Neural Electrostatics: A 3D Physics-Informed Boundary Element Poisson Equation Solver
Samuel Audia, Matthias Zwicker, Dinesh Manocha
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control
Masatoshi Uehara, Yulai Zhao, Kevin Black, Ehsan Hajiramezanali, Gabriele Scalia, Nathaniel Lee Diamant, Alex M Tseng, Tommaso Biancalani, Sergey Levine
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Asynchronous Factorization for Multi-Agent Reinforcement Learning
Enrico Marchesini, Yuchen Xiao, Priya L. Donti, Christopher Amato
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Backpropagation-free training of neural PDE solvers for time-dependent problems
Chinmay Datar, Taniya Kapoor, Abhishek Chandra, Qing Sun, Erik Lien Bolager, Iryna Burak, Anna Veselovska, Massimo Fornasier, Felix Dietrich
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs
Xiaogeng Liu, Peiran Li, G. Edward Suh, Yevgeniy Vorobeychik, Zhuoqing Mao, Somesh Jha, Patrick McDaniel, Huan Sun, Bo Li, Chaowei Xiao
- Published: 22 Jan 2025, Last Modified: 04 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Towards Automated Knowledge Integration From Human-Interpretable Representations
Kasia Kobalczyk, Mihaela van der Schaar
- Published: 22 Jan 2025, Last Modified: 20 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery
Renpu Liu, Ruida Zhou, Cong Shen, Jing Yang
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
RAGGED: Towards Informed Design of Retrieval Augmented Generation Systems
Jennifer Hsia, Afreen Shaikh, Zhiruo Wang, Graham Neubig
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SVIP: Towards Verifiable Inference of Open-source Large Language Models
Yifan Sun, Yuhang Li, Yue Zhang, Yuchen Jin, Huan Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Understanding Why Group Robustness Methods Work
Alain Raymond, Nico Alvarado, Julio Hurtado, Alvaro Soto, Vincenzo Lomonaco
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Provably Mitigating Corruption, Overoptimization, and Verbosity Simultaneously in Offline and Online RLHF/DPO Alignment
Ziyi Chen, Junyi Li, Peiran Yu, Heng Huang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Resolving Lexical Bias in Edit Scoping with Projector Editor Networks
Hammad Rizwan, Domenic Rosati, Ga Wu, Hassan Sajjad
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
No more hard-prompts: SoftSRV prompting for synthetic data generation
Giulia DeSalvo, Jean-François Kagy, Lazaros Karydas, Afshin Rostamizadeh, Sanjiv Kumar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
OvercookedV2: Rethinking Overcooked for Zero-Shot Coordination
Tobias Gessler, Tin Dizdarevic, Ani Calinescu, Benjamin Ellis, Andrei Lupu, Jakob Nicolaus Foerster
- Published: 22 Jan 2025, Last Modified: 09 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Sketching for Convex and Nonconvex Regularized Least Squares with Sharp Guarantees
Yingzhen Yang, Ping Li
- Published: 22 Jan 2025, Last Modified: 07 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
TULIP: Token-length Upgraded CLIP
Ivona Najdenkoska, Mohammad Mahdi Derakhshani, Yuki M Asano, Nanne Van Noord, Marcel Worring, Cees G. M. Snoek
- Published: 22 Jan 2025, Last Modified: 28 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
DIRECT: Deep Active Learning under Imbalance and Label Noise
Shyam Nuggehalli, Jifan Zhang, Lalit K Jain, Robert D Nowak
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Beyond 2:4: Exploring V:N:M Sparsity for Efficient Transformer Inference on GPUs
Kang Zhao, Tao Yuan, Han Bao, Zhenfeng Su, Chang Gao, Zhaofeng Sun, Zichen Liang, Liping Jing, Jianfei Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Sparse Repellency for Shielded Generation in Text-to-Image Diffusion Models
Michael Kirchhof, James Thornton, Pierre Ablin, Louis Béthune, Eugene Ndiaye, marco cuturi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone