ICLR 2025 Conference Submissions

Layer-Varying Deep Reservoir Computing Architecture
Yuan-Hung Kuan, Wei Zhang, Vignesh Narayanan, Wan-Yun Shen, Hanyue Xiao, Jr-Shin Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations
Christos Zangos, Danish Ebadulla, Thomas Christopher Sprague, Ambuj Singh
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding
Ranajoy Sadhukhan, Jian Chen, Zhuoming Chen, Vashisth Tiwari, Ruihang Lai, Jinyuan Shi, Ian En-Hsu Yen, Avner May, Tianqi Chen, Beidi Chen
- Published: 22 Jan 2025, Last Modified: 02 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
NODE-SAT: Temporal Graph Learning with Neural ODE-Guided Self-Attention
Ke Xu, Weizhi Zhang, Yuanjie Zhu, Zihe Song, Philip S. Yu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Collaborative Compressors in Distributed Mean Estimation with Limited Communication Budge
Harsh Vardhan, Arya Mazumdar
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Efficient and No Forgetting Domain Continual Pretraining by Mitigating the Stability Gap
Yiduo Guo, Jie Fu, Huishuai Zhang, Dongyan Zhao, Yikang Shen
- 28 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo
Hyunsu Kim, Giung Nam, Chulhee Yun, Hongseok Yang, Juho Lee
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Prompt Optimization with Human Feedback
Xiaoqiang Lin, Zhongxiang Dai, Arun Verma, See-Kiong Ng, Patrick Jaillet, Bryan Kian Hsiang Low
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
Maojia Song, Shang Hong Sim, Rishabh Bhardwaj, Hai Leong Chieu, Navonil Majumder, Soujanya Poria
- Published: 22 Jan 2025, Last Modified: 02 May 2025
- ICLR 2025 Oral
- Readers: Everyone
Forget but Recall: Incremental Latent Rectification in Continual Learning
Nghia D. Nguyen, Hieu Trung Nguyen, Ang Li, Hoang Pham, Viet Anh Nguyen, Khoa D Doan
- 28 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Scalable Preference Learning for Large Language Models via Convex Optimization
Miria Feng, Mert Pilanci
- 28 Sept 2024 (modified: 12 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Hyperbolic Genome Embeddings
Raiyan R. Khan, Philippe Chlenski, Itsik Pe'er
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
$\textit{One Stone Three Birds:}$ Three-Dimensional Implicit Neural Network for Compression and Continuous Representation of Multi-Altitude Climate Data
Alif Bin Abdul Qayyum, Xihaier Luo, Nathan Urban, Xiaoning Qian, Byung-Jun Yoon
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enhance Reasoning for Large Language Models with Reinforcement Learning in the Game Werewolf
Shuang Wu, Liwen Zhu, Tao Yang, Shiweixu, QIANG FU, Yang Wei, Haobo Fu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Double Check My Desired Return: Transformer with Value Validation for Offline RL
Yue Pei, Hongming Zhang, Chao Gao, Martin Müller, Mengxiao Zhu, Hao Sheng, Haogang Zhu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CASD: Enhancing Generation Accuracy via Context-Aware Speculative Decoding
Jikai Wang, Zhenxu Tian, Juntao Li, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Baoxing Huai, Min Zhang
- 28 Sept 2024 (modified: 18 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Explainable Rewards in RLHF Using LLM-as-a-Judge
Yiran Shen, Aditya Emmanuel Arokiaraj John, Brandon Fain
- 28 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Using Multimodal Deep Neural Networks to Disentangle Language from Visual Aesthetic Experience
Colin Conwell, Christopher J Hamblin, Chelsea Boccagno, Jesse Cummings, David Mayo, Leyla Isik, Andrei Barbu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Discovering Physics Laws of Dynamical Systems via Invariant Function Learning
Shurui Gui, Xiner Li, Shuiwang Ji
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Identifying neural dynamics using interventional state space models
Amin Nejatbakhsh, Yixin Wang
- 28 Sept 2024 (modified: 18 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Discovering Factor Level Preferences to Improve Human-Model Alignment
Juhyun Oh, Eunsu Kim, Jiseon Kim, Wenda Xu, Inha Cha, William Yang Wang, Alice Oh
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Deep Distributed Optimization for Large-Scale Quadratic Programming
Augustinos D Saravanos, Hunter Kuperman, Alex Oshin, Arshiya Taj Abdul, Vincent Pacelli, Evangelos Theodorou
- Published: 22 Jan 2025, Last Modified: 02 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers
Sanyuan Chen, Shujie LIU, Long Zhou, Eric Liu, Xu Tan, Jinyu Li, sheng zhao, Yao Qian, Furu Wei
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HuWo：Building Physical Interaction World Models for Humanoid Robot Locomotion
Han Zheng, Yi Cheng, Hang Liu, Houde Liu, Linqi Ye, Xueqian Wang, Bin Liang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Feature-guided score diffusion for sampling conditional densities
Zahra Kadkhodaie, Stéphane Mallat, Eero P Simoncelli
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone