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Reconstruction Alignment Improves Unified Multimodal Models
Ji Xie, Trevor Darrell, Luke Zettlemoyer, XuDong Wang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
WOW-Seg: A Word-free Open World Segmentation Model
Danyang Li, Tianhao Wu, Bin Lin, Zhenyuan Chen, Yang Zhang, Yuxuan Li, Ming-Ming Cheng, Xiang Li
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
House Of Dextra : Cross-Embodied Co-Design for Dexterous Hands
Kehlani Fay, Darin Anthony Djapri, Anya Zorin, James Clinton, Ali El Lahib, Hao Su, Michael T. Tolley, Sha Yi, Xiaolong Wang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Automated Algorithm Design with LLMs: A Benchmark-Assisted Approach to Black-Box Optimization
Qi Huang, Furong Ye, Thomas Bäck, Niki van Stein
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Light-X: Generative 4D Video Rendering with Camera and Illumination Control
Tianqi Liu, Zhaoxi Chen, Zihao Huang, Shaocong Xu, Saining Zhang, Chongjie Ye, Bohan Li, Zhiguo Cao, Wei Li, Hao Zhao, Ziwei Liu
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
XYZCylinder: Feedforward Reconstruction for Driving Scenes Based on A Unified Cylinder Lifting Method
Haochen Yu, Qiankun Liu, Hongyuan Liu, Jianfei Jiang, Juntao Lyu, Jiansheng Chen, Huimin Ma
- 05 Sept 2025 (modified: 13 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
HyperHELM: Hyperbolic Hierarchy Encoding for mRNA Language Modeling
Max van Spengler, Artem Moskalev, Tommaso Mansi, Mangal Prakash, Rui Liao
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
FreqCa: Accelerating Diffusion Models via Frequency Decomposition Caching
Jiacheng Liu, Peiliang Cai, Qinming Zhou, Yuqi Lin, Deyang Kong, Benhao Huang, Yupei Pan, Haowen Xu, Chang Zou, Junshu Tang, Shikang Zheng, Linfeng Zhang
- 05 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Benchmarking World-Model Learning
Archana Warrier, Thanh Dat Nguyen, Michelangelo Naim, Moksh Jain, Yichao Liang, Karen Schroeder, Cambridge Yang, Joshua B. Tenenbaum, Sebastian Josef Vollmer, Kevin Ellis, Zenna Tavares
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
SHAPING LATENT DIFFUSION FOR EFFICIENT TEXT-CONDITIONED INTERACTION GENERATION
Guanhe Huang, Ruiqi Zhu, Oya Celiktutan
- 05 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Automotive-ENV: Benchmarking Multimodal Agents in Vehicle Interface Systems
Junfeng Yan, Biao Wu, Meng Fang, Ling Chen
- 05 Sept 2025 (modified: 25 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Person-Centric Annotations of LAION-400M: Auditing Bias and Its Transfer to Models
Leander Girrbach, Stephan Alaniz, Genevieve Smith, Trevor Darrell, Zeynep Akata
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Visual Self-Refine: A Pixel-Guided Paradigm for Accurate Chart Parsing
Jinsong Li, Xiaoyi Dong, Yuhang Zang, Yuhang Cao, Jiaqi Wang, Dahua Lin
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
SpikeGrasp: A Benchmark for 6-DoF Grasp Pose Detection from Stereo Spike Streams
Zhuoheng Gao, Jiyao Zhang, Zhiyong Xie, Hao Dong, Zhaofei Yu, Rongmei Chen, Guozhang Chen, Tiejun Huang
- 05 Sept 2025 (modified: 04 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MegaScience: Pushing the Frontiers of Open Post-Training Datasets for Science Reasoning
Run-Ze Fan, Zengzhi Wang, Pengfei Liu
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
S$^2$-ETC: Semantic-Structure Aware Encrypted Traffic Classification via Hyper-Bipartite Graph
Yibin Zhou, Yuni Lai, Xiao Yang, Yunxiao Shi, Gaolei Li, Jianhua Li
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
CaNOCS: Category-Level 3D Correspondence from a single image
Leonhard Sommer, Artur Jesslen, Basavaraj Sunagad, Adam Kortylewski
- 05 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Improving Few-Shot Design Optimization By Exploiting Auxiliary Information
Arjun Mani, Carl Vondrick, Richard Zemel
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Code2MCP: Transforming Code Repositories into MCP Services
Chaoqian Ouyang, Ling Yue, Shimin Di, Libin Zheng, Linan Yue, Shaowu Pan, Jian Yin, Min-Ling Zhang
- 05 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
CoT-MT$^3$ : CoT-Guided Meta Test-Time Training for Multimodal Reasoning
Hengbo Xu, Dong Jing, Yanqi Dai, Shengjie Jin, Zhiwu Lu
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Minutes to Converage: Dataset Distillation for Rapid SNN Training on Event Streams
Shuhan Ye, Yi Yu, Qixin Zhang, Chenqi Kong, Qiangqiang Wu, Kun Wang, Dacheng Tao, Xudong Jiang
- 05 Sept 2025 (modified: 15 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mind the gap: A method for evaluating and comparing regional knowledge in LLMs
Bianca Del Solar Medrano, Andres Carvallo De Ferari, Alvaro Soto, Sebastián Breguel, Marcelo Mendoza
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
EmotionThinker: Prosody-Aware Reinforcement Learning for Explainable Speech Emotion Reasoning
Dingdong WANG, Shujie LIU, Tianhua Zhang, Youjun Chen, Jinyu Li, Helen M. Meng
- Published: 26 Jan 2026, Last Modified: 27 May 2026
- ICLR 2026 Oral
- Readers: Everyone
Fire on Motion: Optimizing Video Pass-bands for Efficient Spiking Action Recognition
Shuhan Ye, Yuanbin Qian, Yi Yu, Chong Wang, Yuqi Xie, Jiazhen Xu, Kun Wang, Xudong Jiang
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark
Dingdong WANG, Junan Li, Jincenzi Wu, Dongchao Yang, Xueyuan Chen, Tianhua Zhang, Helen M. Meng
- Published: 26 Jan 2026, Last Modified: 27 May 2026
- ICLR 2026 Poster
- Readers: Everyone

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