ICLR 2025 Conference Submissions

A$^2$-Flow: Alignment-Aware Pre-training for Speech Synthesis with Flow Matching
Sungwon Kim, Sang-gil Lee, Alexander H. Liu, Joao Felipe Santos, Mikyas T. Desta, Sudheer Kovela, Rafael Valle, Bryan Catanzaro
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
From Search to Sampling: Generative Models for Robust Algorithmic Recourse
Prateek Garg, Lokesh Nagalapatti, Sunita Sarawagi
- Published: 22 Jan 2025, Last Modified: 07 May 2025
- ICLR 2025 Poster
- Readers: Everyone
ICAM: Rethinking Instance-Conditioned Adaptation in Neural Vehicle Routing Solver
Changliang Zhou, Xi Lin, Zhenkun Wang, Tong Xialiang, Mingxuan Yuan, Qingfu Zhang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PokeFlex: A Real-World Dataset of Deformable Objects for Robotics
Jan Obrist, Miguel Angel Zamora Mora, Hehui Zheng, Ronan Hinchet, Firat Ozdemir, Juan Jose Zarate, Robert K. Katzschmann, Stelian Coros
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Training Open-ended Policies to follow Video-prompt Instructions with Reinforcement Learning
Kaichen He, Bowei Zhang, Zihao Wang, Shaofei Cai, QIANG FU, Haobo Fu, Anji Liu, Yitao Liang
- 28 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SEAL-Pose: Enhancing Pose Estimation through Trainable Loss Function
Junggeun Do, Jay-Yoon Lee
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Neural Wave Equation for Irregularly Sampled Sequence Data
Arkaprava Majumdar, M Anand Krishna, P. K. Srijith
- Published: 22 Jan 2025, Last Modified: 08 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
BBOPlace-Bench: Benchmarking Black-Box Optimization for Chip Placement
Ke Xue, Ruo-Tong Chen, Rong-Xi Tan, Xi Lin, Yunqi Shi, Siyuan Xu, Mingxuan Yuan, Chao Qian
- 28 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization
The Viet Bui, Thanh Hong Nguyen, Tien Anh Mai
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
The Advancement in Stochastic Zeroth-Order Optimization: Mechanism of Accelerated Convergence of Gaussian Direction on Objectives with Skewed Hessian Eigenvalues
Yilong Wang, Haishan Ye, Yong Liu, Guang Dai, Ivor Tsang, Jingdong Wang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Imagine to Ensure Safety in Hierarchical Reinforcement Learning
Gregory Gorbov, Artem Latyshev, Aleksandr Panov
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Probabilistic Conformal Prediction with Approximate Conditional Validity
Vincent Plassier, Alexander Fishkov, Mohsen Guizani, Maxim Panov, Eric Moulines
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Path Selection Makes BERT-family Good Generators
Yisheng Xiao, xiaobo liang, Juntao Li, Zechen Sun, Pei Guo, Wenpeng Hu, Min Zhang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Improving CNN training by Riemannian optimization on the generalized Stiefel manifold combined with a gradient-based manifold search
Alexander Studt, Till Riedel, Michael Beigl
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Physics-Informed Neural Networks with Message-Passing Weights
Hyunwoo Cho, Hwijae Son, Hyung Ju Hwang
- 28 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Prompt-Independent Safe Decoding to Restrain Unsafe Image Generation for Text-to-Image Models against White-Box Adversary
Shengyuan Pang, Jiangyi Deng, Jialin Wu, Yanjiao Chen, Huanlong Zhong, Xinfeng Li, Jie Zhang, Wenyuan Xu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Rethinking Neural Multi-Objective Combinatorial Optimization via Neat Weight Embedding
Jinbiao Chen, Zhiguang Cao, Jiahai Wang, Yaoxin Wu, Hanzhang Qin, Zizhen Zhang, Yue-Jiao Gong
- Published: 22 Jan 2025, Last Modified: 10 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
Ziming Li, Qianbo Zang, David Ma, Jiawei Guo, Tianyu Zheng, minghao liu, Xinyao Niu, Xiang Yue, Yue Wang, Jian Yang, Jiaheng Liu, Wanjun Zhong, Wangchunshu Zhou, Wenhao Huang, Ge Zhang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mixture-of-Diffusers: Dual-Stage Diffusion Model for Improved Time Series Generation
Khaled Alkilane, Yihang He, Bai Zhang, Der-Horng Lee
- 28 Sept 2024 (modified: 23 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
Xiang Liu, Zhenheng Tang, Peijie Dong, Zeyu Li, Bo Li, Xuming Hu, Xiaowen Chu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting
Daoyu Wang, Mingyue Cheng, Zhiding Liu, Qi Liu, Enhong Chen
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AutoAdvExBench: Benchmarking Autonomous Exploitation of Adversarial Example Defenses
Nicholas Carlini, Edoardo Debenedetti, Javier Rando, Milad Nasr, Florian Tramèr
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Robust Root Cause Diagnosis using In-Distribution Interventions
Lokesh Nagalapatti, Ashutosh Srivastava, Sunita Sarawagi, Amit Sharma
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
ManiBox: Enhancing Spatial Grasping Generalization via Scalable Simulation Data Generation
Hengkai Tan, Xuezhou Xu, Chengyang Ying, Xinyi Mao, Songming Liu, Xingxing Zhang, Hang Su, Jun Zhu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Q* Agent: Optimizing Language Agents with Q-Guided Exploration
Zongyu Lin, Yao Tang, Da Yin, Stuart X. Yao, Ziniu Hu, Yizhou Sun, Kai-Wei Chang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone