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Accelerating Structured Chain-of-Thought in Autonomous Vehicles
Yi Gu, Yan Wang, Yuxiao Chen, Yurong You, Wenjie Luo, Yue Wang, Wenhao Ding, Boyi Li, Heng Yang, Boris Ivanovic, Marco Pavone
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Improving Feature Alignment in ConvNets using ContrastiveCAMs and Core-Focused Cross-Entropy
Jinen Setpal, Chaoyue Liu
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Controllable diffusion-based generation for multi-channel biological data
Haoran Zhang, Mingyuan Zhou, Wesley Tansey
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Deciphering Personalization: Towards Fine-Grained Explainability in Natural Language for Personalized Image Generation Models
Haoming Wang, Wei Gao
- 18 Sept 2025 (modified: 03 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
video-SALMONN S: Streaming Audio-Visual LLMs Beyond Length Limits via Memory
Guangzhi Sun, Yixuan Li, Xiaodong Wu, Yudong Yang, Wei Li, Zejun MA, Chao Zhang
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Bradley-Terry and Multi-Objective Reward Modeling Are Complementary
Zhiwei Zhang, Hui Liu, Xiaomin Li, Zhenwei Dai, Jingying Zeng, Fali Wang, Minhua Lin, Ramraj Chandradevan, Linlin Wu, Zhen Li, Chen Luo, Zongyu Wu, Xianfeng Tang, Qi He, Suhang Wang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Antithetic Noise in Diffusion Models
Jing Jia, Sifan Liu, Bowen Song, Wei Yuan, Liyue Shen, Guanyang Wang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Not-a-Bandit: Provably No-Regret Drafter Selection in Speculative Decoding for LLMs
Hongyi Liu, Jiaji Huang, Zhen Jia, Youngsuk Park, Yu-Xiang Wang
- Published: 26 Jan 2026, Last Modified: 30 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
A Diffusive Classification Loss for Learning Energy-based Generative Models
Louis Grenioux, RuiKang OuYang, José Miguel Hernández-Lobato
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
VIRTUAL CELLS AS CAUSAL WORLD MODELS: A PERSPECTIVE ON EVALUATION
Tiffany Callahan, Zane Beckwith, Thomas Merth, Constantijn van der Poel, Pablo Lemos
- 18 Sept 2025 (modified: 24 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TIFO: Time-Invariant Frequency Operator for Stationarity-Aware Representation Learning in Time Series
Xihao Piao, Zheng Chen, Lingwei Zhu, Yushun Dong, Yasuko Matsubara, Yasushi Sakurai
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Bigger Isn’t Always Memorizing: Early Stopping Overparameterized Diffusion Models
Alessandro Favero, Antonio Sclocchi, Matthieu Wyart
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Diffusion models are optimal for hypothesis testing
Subhodh Kotekal
- 18 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PEML: Parameter-efficient Multi-Task Learning with Optimized Continuous Prompts
Anjir Ahmed Chowdhury, Syed Zawad, Xiaolong Ma, Xu Dong, Feng Yan
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Hierarchical Molecular Representation Learning via Fragment-Based Self-Supervised Embedding Prediction
Jiele Wu, Haozhe Ma, Zhihan Guo, Thanh Vinh Vo, Tze-Yun Leong
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
"What Is The Performance Ceiling of My Classifier?" Utilizing Category-Wise Influence Functions for Pareto Frontier Analysis
Shahriar Kabir Nahin, Wenxiao Xiao, Joshua Liu, Anshuman Chhabra, Hongfu Liu
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs
Guoheng Sun, Ziyao Wang, Bowei Tian, Meng Liu, Zheyu Shen, Shwai He, Yexiao He, Wanghao Ye, Yiting Wang, Ang Li
- 18 Sept 2025 (modified: 12 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PULSE: Benchmarking Large Language Models for ICU Time Series Classification
Jan Berner, Sophia F. Ehlers, Miklovana Tuci, Tim Hahn, Catherine R Jutzeler, Lakmal Meegahapola
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Diffusion Guidance Is a Controllable Policy Improvement Operator
Kevin Frans, Seohong Park, Pieter Abbeel, Sergey Levine
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
IRIS: Intrinsic Reward Image Synthesis
Yihang Chen, Yuanhao Ban, Yunqi Hong, Cho-Jui Hsieh
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Scalable Chain of Thoughts via Elastic Reasoning
Yuhui Xu, Hanze Dong, Lei Wang, Doyen Sahoo, Junnan Li, Caiming Xiong
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Trajectory-Aware Verbalized Optimization for Multi-Agent Systems
Bin Wu, Haoran Xu, Xiang Zhuang, Emine Yilmaz, Qiang Zhang
- 18 Sept 2025 (modified: 16 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SPARC-RTL: Stochastic Prompt-Assisted RTL Code Synthesis
Nuo Xu, Jinwei Tang, Jiayin Qin, Frank Cole, Yulong Lu, Mattia Fazzini, Ali Payani, Yang Katie Zhao, Yu Cao, Caiwen Ding
- 18 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Ensembling Sparse Autoencoders
Soham Gadgil, Chris Lin, Su-In Lee
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Inference Scaling of LLM Ensembling: Bridging Token Spaces with Token Translation
Tianxin Wei, Zhichen Zeng, Ruizhong Qiu, Zhining Liu, Xuying Ning, Xinrui He, Wenxuan Bao, Qi He, Xianfeng Tang, Hanghang Tong, Jingrui He
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone

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