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FOCUS: Efficient Keyframe Selection for Long Video Understanding
Zirui Zhu, Hailun Xu, Yang Luo, Yong Liu, Kanchan Sarkar, Zhenheng Yang, Yang You
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
InjecMEM: Memory Injection Attack on LLM Agent Memory Systems
Hanling Tian, Zeyang Sha, Jingying Wang, Yuhang Liu, Zhehao Huang, Xiaolin Huang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Low-Rank Attention and Contrastive Alignment for Deep Multi-View Clustering
Zhenping Wen, Yinghui Sun, Xingfeng Li, Weihao Zhang, Quansen Sun
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
BiCoLoR: Communication-Efficient Optimization with Bidirectional Compression and Local Training
Laurent Condat, Arto Maranjyan, Peter Richtárik
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
UniISP: A Unified ISP Framework for Both Human and Machine Vision
Hanxi Li, Yao Cheng, Bo Zhang, Li Zeng
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
LEMON - a foundation model for single-cell nuclear morphologies for digital pathology
Loic Chadoutaud, Alice Blondel, Hana Feki, Jacqueline Fontugne, Emmanuel Barillot, Thomas Walter
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
CreAgentive: An Agent Workflow Driven Multi-Category Creative Generation Engine
Yuyang Cheng, Linyue Cai, Changwei Peng, Yumiao xu, Rongfang Bie, Yong Zhao
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Do LLMs Perform Multilingual Multi-step Reasoning?
Yan Meng, Wafaa Mohammed, Christof Monz
- 19 Sept 2025 (modified: 24 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Scalable Continuous-Time Hidden Markov Models
Zhibin Li, Daniel Edward Pagendam, Andrew Hoskins, Peyman Moghadam, Piotr Koniusz
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
MoNE: Replacing Redundant Experts with Lightweight Novices for Structured Pruning of MoE
Geng Zhang, Han Yuxuan, Yuxuan Lou, Yiqi Zhang, Wangbo Zhao, Yang You
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
The Athenian Academy: A Seven-Layer Architecture for Multi-Agent Systems
Zhai Lidong, qiu zhijie, Zhang Lvyang, Jiaqi Li, wang yi, lu wen, xizhong Guo, AJ
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ICaRus: Identical Cache Reuse for Efficient Multi-Model Inference
Sunghyeon Woo, Jaeeun Kil, Hoseung Kim, Minsub Kim, Joonghoon Kim, Ahreum Seo, Sungjae Lee, Minjung Jo, Jiwon Ryu, Baeseong park, Se Jung Kwon, Dongsoo Lee
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Light of Normals: Unified Feature Representation for Universal Photometric Stereo
Houyuan Chen, Hong Li, Chongjie Ye, Zhaoxi Chen, Bohan Li, Shaocong Xu, Xianda Guo, Xuhui Liu, Yikai Wang, Baochang Zhang, Satoshi Ikehata, Boxin Shi, Anyi Rao, Hao Zhao
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
ECHO: Where Multilingual Sentence Embeddings Speak the Same Language
João Maria Janeiro, Pere-Lluís Huguet Cabot, Ioannis Tsiamas, Artyom Kozhevnikov, David Dale, Belen Alastruey, Alexandre Mourachko, Holger Schwenk, Loic Barrault, Kevin Heffernan, Paul-Ambroise Duquenne
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Orthogonal Drift Correction (ODC): Improving Semantic Alignment via Training-Free Embedding Refinement
Kasra Kamali, Basim Azam, Tuan Duong Trinh, NAVEED AKHTAR
- 19 Sept 2025 (modified: 03 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Architectural Plasticity for Continual Learning
Niklas Koeppe, Luiz Felipe Vecchietti, Dongqi Han, Dongsheng Li, Sang Wan Lee
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
CLIP as a Prior Teacher: Breaking the Label Dependency in Semi-Supervised Learning
Haorong Han, Jidong Yuan, Muhang Li, Chixuan Wei, Yongqi Sun
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ReWatch-R1: Boosting Complex Video Reasoning in Large Vision-Language Models through Agentic Data Synthesis
Congzhi Zhang, Zhibin Wang, Yinchao Ma, Jiawei Peng, Yihan Wang, Qiang Zhou, Jun Song, Bo Zheng
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Exploring the Design Space of Transition Matching
Uriel Singer, Yaron Lipman
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Survive at All Costs: Exploring LLM's Risky Behavior under Survival Pressure
Yida Lu, Jianwei Fang, Xuyang Shao, Zixuan Chen, Shiyao Cui, Shanshan Bian, Guangyao Su, Pei Ke, Han Qiu, Minlie Huang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
FACT: Frequency-Aware Channel-Guided Multivariate Time Series Forecasting
Sibo Qi, Xiaozhu Jing, Liuyang Zhao, Wuman Luo, Dian Zhang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ZSPAPrune: Zero-Shot Prompt-Aware Token Pruning for Vision-Language Models
Pu Zhang, Yuwei Li, Xingyuan XIAN, Guoming Tang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Context-Aware Contrastive Surrogates for Scaling-up Expensive Multiobjective Optimization
Songbai Liu
- 19 Sept 2025 (modified: 27 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
DDL: Dynamic Discard Deep Learning for Rice Yield Prediction on Mixed-Accuracy Datasets
He Xu, Xinge Zhao, 车郅轩, 刘子涵, Yuxi Xie, Jinrong Shen
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
PerfGuard: A Performance-Aware Agent for Visual Content Generation
Zhipeng Chen, zhongrui zhang, Chao Zhang, Yifan Xu, LAN YANG, Jun Liu, Ke Li, Yi-Zhe Song
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone

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