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Knowledge Externalization: Reversible Unlearning and Modular Retrieval in Multimodal Large Language Models
Jiaqi Li, Zihan You, Ruoyan Shen, Shenyu Zhang, Songlin Zhai, Yongrui Chen, Chuanyi Zhang, Jiahui Geng, Fakhri Karray, Sheng Bi, Guilin Qi
- Published: 26 Jan 2026, Last Modified: 06 May 2026
- ICLR 2026 Poster
- Readers: Everyone
Interactive Learning for LLM Reasoning
Hehai Lin, Shilei Cao, Sudong Wang, Haotian Wu, Minzhi Li, Linyi Yang, Juepeng Zheng, Chengwei Qin
- 04 Sept 2025 (modified: 04 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mitigating Reward Hacking in Multi-Reward Optimization for Text-to-Image Generation
Ying Ba, Tianyu Zhang, Mohan Zhou, Yalong Bai, Guiwei Zhang, Bing Su, Ji-Rong Wen
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Hybrid Mamba–Transformer Decoder for Error-Correcting Codes
Shy-El Cohen, Yoni Choukroun, Eliya Nachmani
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
RIDE: Difficulty Evolving Perturbation with Item Response Theory for Mathematical Reasoning
Xinyuan Li, Murong Xu, Wenbiao Tao, Hanlun Zhu, Yike Zhao, Jipeng Zhang, Yunshi Lan
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Decomposed Attention FredFormer: Large Time-series Prediction Model for Satellite Orbit Prediction
Kangjun Lee, SeungWon Jeong, JongU Park, Youjin Shin, Simon S. Woo
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Parameters as Experts: Adapting Vision Models with Dynamic Parameter Routing
Meng Lou, Stanley Yu, Yizhou Yu
- 04 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
FuseGPT: Prune-and-Fuse Knowledge Redistribution for Efficient Transformers
Zehua Pei, Hui-Ling Zhen, Xianzhi Yu, Sinno Jialin Pan, Mingxuan Yuan, Bei Yu
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Towards Principled Dataset Distillation: A Spectral Distribution Perspective
Shaobo Wang, Ruixi Wu, Jiahuan Chen, Zhiyuan Liu, Yicun Yang, Zhaorun Chen, Zekai Li, Kaixin Li, Xinming Wang, Hongzhu Yi, Kai Wang, Linfeng Zhang
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
AC-Foley: Reference-Audio-Guided Video-to-Audio Synthesis with Acoustic Transfer
Pengjun Fang, Yingqing He, Yazhou Xing, Qifeng Chen, Ser-Nam Lim, Harry Yang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
DIVER-1 : Deep Integration of Vast Electrophysiological Recordings at Scale
Danny Dongyeop Han, Yonghyeon Gwon, Ahhyun Lucy Lee, Taeyang Lee, Seong Jin Lee, Jubin Choi, Sebin Lee, Jihyun Bang, Seungju Lee, David Keetae Park, Shinjae Yoo, Chun Kee Chung, Jiook Cha
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Exploring Imbalanced Annotations for Effective In-Context Learning
Hongfu Gao, Feipeng Zhang, Hao Zeng, Deyu Meng, Bingyi Jing, Hongxin Wei
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
FlashOmni: A Unified Sparse Attention Engine for Diffusion Transformers
Liang Qiao, Yue Dai, Yeqi Huang, Hongyu Kan, Jun Shi, Hong An
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
SHE-LoRA: Selective Homomorphic Encryption for Federated Tuning with Heterogeneous LoRA
Jianmin Liu, Li Yan, Borui Li, Lei Yu, Chao Shen
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
EA3D: Event-Augmented 3D Diffusion for Generalizable Novel View Synthesis
Wangbo Yu, Chaoran Feng, Jianing Li, Aofan Zhang, Zhenyu Tang, Mingyi Guo, Wei Zhang, Zhengyu Ma, Li Yuan, Yonghong Tian
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Coder as Editor: Code‑driven Interpretable Molecular Optimization
Wenyu Zhu, Chengzhu Li, Xiaohe Tian, Yifan Wang, Yinjun Jia, Jianhui Wang, Bowen Gao, Ya-Qin Zhang, Wei-Ying Ma, Yanyan Lan
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
HTMformer: Hybrid Time and Multivariate Transformer for Time Series Forecasting
Tan Wang, Yunwei Dong, Tao Zhang, Qi Wang
- 04 Sept 2025 (modified: 01 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CODA: Commonsense-Driven Autoregressive Human Interaction Generation
Chengjian Li, Xiangbo Shu, Haifeng Xia, Meiqi Cao, Guo-Sen Xie, Yazhou Yao, Jinhui Tang
- 04 Sept 2025 (modified: 13 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Beyond Fixed: Aligning Guidance with Diffusion Dynamics via Exponential Scaling
Jiayang Gao, Tianyi Zheng, Jiayang Zou, Fengxiang Yang, Shice Liu, Luyao Fan, Zheyu Zhang, Hao Zhang, Jinwei Chen, Peng-Tao Jiang, Bo Li, Jia Wang
- 04 Sept 2025 (modified: 13 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
HOW TO TRAIN YOUR DIFFUSION MODELS FOR FEW- SHOT CLASSIFICATION
Jingyuan Shi, Zhongqi Yue, Fengda Zhang, Qianpei He, Feifei Shao, Jun Xiao
- 04 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Cross-Scenario Unified Modeling of User Interests at Billion Scale
Manjie Xu, Cheng Chen, Xin Jia, Jingyi Zhou, Yongji Wu, Wang Zejian, Chi Zhang, Kai Zuo, Nemo Chen, Xu Tang, Yao Hu, Yixin Zhu
- 04 Sept 2025 (modified: 26 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GTAlign: Game-Theoretic Alignment of LLM Assistants for Mutual Welfare
Siqi Zhu, David Zhang, Pedro Cisneros-Velarde, Jiaxuan You
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
DiTraj: Training-free Trajectory Control For Video Diffusion Transformer
Cheng Lei, Jiayu Zhang, Yue Ma, Xinyu Wang, Long Chen, Liang Tang, Yiqiang Yan, Fei Su, Zhicheng Zhao
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
BMAttn: Block-Aligned Mixed-Precision Attention Quantization for LLM Inference
Zining Wang, Haojie Duanmu, Fanliu Kong, Zhihang Yuan, Jinyang Guo, Size Zheng, Yang Zhang, Shouda Liu, Xianglong Liu
- 04 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Trinity: An Evolved LLM Coordinator
Jinglue Xu, Qi Sun, Peter Schwendeman, Stefan Nielsen, Edoardo Cetin, Yujin Tang
- Published: 26 Jan 2026, Last Modified: 07 May 2026
- ICLR 2026 Poster
- Readers: Everyone

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