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Knowledge-guided assimilation to bridge the gap between sensing and modeling with indirect labels for global-scale carbon monitoring
Shuo Xu, Zhihao Wang, Ruichen Wang, Xiaowei Jia, Lei Ma, George C. Hurtt, Yiqun Xie
- 16 Sept 2025 (modified: 08 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Singleton-Optimized Conformal Prediction
Tao Wang, Yan Sun, Edgar Dobriban
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Biologically Plausible Online Hebbian Meta‐Learning: Two‐Timescale Local Rules for Spiking Neural Brain Interfaces
Sriram V.C. Nallani, Gautham Ramachandran, Sahil Shah
- 16 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Quagmires in SFT-RL Post-Training: When High SFT Scores Mislead and What to Use Instead
Feiyang Kang, Michael Kuchnik, Karthik Padthe, Marin Vlastelica, Ruoxi Jia, Carole-Jean Wu, Newsha Ardalani
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
AdaDeDup: Adaptive Hybrid Data Pruning for Efficient Object Detection Training
Feiyang Kang, Nadine Chang, Maying Shen, Marc T. Law, Rafid Mahmood, Ruoxi Jia, Jose M. Alvarez
- 16 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Sequences of Logits Reveal the Low Rank Structure of Language Models
Noah Golowich, Allen Liu, Abhishek Shetty
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Oral
- Readers: Everyone
A Sharp KL Convergence Analysis for Diffusion Models under Minimal Assumptions
Nishant Jain, Tong Zhang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
When Do Transformers Learn Heuristics for Graph Connectivity?
Qilin Ye, Deqing Fu, Robin Jia, Vatsal Sharan
- 16 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Taming Latent Diffusion Model for Black-Box Model Inversion Attacks
Zetao Lin, Xinhao Liu, Qiao Yan
- 16 Sept 2025 (modified: 10 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
DRO-Augment Framework: Robustness by Synergizing Wasserstein Distributionally Robust Optimization and Data Augmentation
Jiaming Hu, Debarghya Mukherjee, Ioannis Paschalidis
- 16 Sept 2025 (modified: 17 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
RECON: Robust symmetry discovery via Explicit Canonical Orientation Normalization
Alonso Urbano, David W. Romero, Max Zimmer, Sebastian Pokutta
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
DLER: Doing Length pEnalty Right — Incentivizing More Intelligence per Token via Reinforcement Learning
Shih-Yang Liu, Xin Dong, Ximing Lu, Shizhe Diao, Mingjie Liu, Min-Hung Chen, Hongxu Yin, Yu-Chiang Frank Wang, Kwang-Ting Cheng, Yejin Choi, Jan Kautz, Pavlo Molchanov
- 16 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Steerable Generative Modeling of Playing Style at Scale
Nabil Omi, Lucas Caccia, Anurag Sarkar, Jordan T. Ash, Siddhartha Sen
- 16 Sept 2025 (modified: 03 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Approaching the Harm of Gradient Attacks While Only Flipping Labels
Abdessamad El Kabid, El-Mahdi El-Mhamdi
- 16 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Process-Supervised Reinforcement Learning for Interactive Multimodal Tool-Use Agents
Weiting Tan, Xinghua Qu, Ming Tu, Meng Ge, Andy T. Liu, Philipp Koehn, Lu Lu
- 16 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
BACE: Behavior-Adaptive Connectivity Estimation for Interpretable Graphs of Neural Dynamics
Mehrnaz Asadi, Sina Javadzadeh, Rahil Soroushmojdehi, S. Alireza Seyyed Mousavi, Terence Sanger
- 16 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Tokenizing Loops of Antibodies
Ada Fang, Robert G Alberstein, Simon Kelow, Frederic A Dreyer
- 16 Sept 2025 (modified: 02 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Diff-StyGS: 3D Gaussian Splatting Stylization via Tuning-Free Multi-View Sparse Diffusion
Yize Li, Lei Lu, Zhenglun Kong, Lin Zhao, Yanzhi Wang, Pu Zhao, Xue Lin
- 16 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Online Continual Learning under Real Concept Drift: A Statistical Perspective
Haihan Xie, Jinhan Xie, Lingzhu Li, Chao Gao, Bei Jiang, Linglong Kong
- 16 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation via Lens of Dynamic Interactions
Nan Huo, Xiaohan Xu, Jinyang Li, Per Jacobsson, Shipei Lin, Bowen Qin, Binyuan Hui, Xiaolong Li, Ge Qu, Shuzheng Si, Linheng Han, Edward Alexander, Xintong Zhu, Rui Qin, Ruihan Yu, Yiyao Jin, Feige Zhou, Weihao Zhong, Yun Chen, Hongyu Liu et al. (4 additional authors not shown)
Robust Training of Neural Networks at Arbitrary Precision and Sparsity
Chengxi Ye, Grace Chu, Yanfeng Liu, Yichi Zhang, Lukasz Lew, Li Zhang, Mark Sandler, Andrew G. Howard
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
SonicMoE: Accelerating MoE with IO and Tile-aware Optimizations
Wentao Guo, Mayank Mishra, Xinle Cheng, Ion Stoica, Tri Dao
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
RoCA: Robust Cross-Domain End-to-End Autonomous Driving
Rajeev Yasarla, Shizhong Han, Hsin-Pai Cheng, Apratim Bhattacharyya, Shweta Mahajan, Litian Liu, Yunxiao Shi, Risheek Garrepalli, Hong Cai, Fatih Porikli
- 16 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Peacemaker or Troublemaker: How Sycophancy Shapes Multi-Agent Debate
Binwei Yao, Chao Shang, Wanyu Du, Jianfeng He, Ruixue Lian, Yi Zhang, Hang Su, Sandesh Swamy, Yanjun Qi
- 16 Sept 2025 (modified: 06 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CaTS: Calibrated Test-Time Scaling for Efficient LLM Reasoning
Chengsong Huang, Langlin Huang, Jixuan Leng, Jiacheng Liu, Jiaxin Huang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone

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Published: 26 Jan 2026, Last Modified: 11 Apr 2026
ICLR 2026 Oral
Readers: Everyone