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HalCap-Bench: Benchmarking Hallucination Detector in Image Captioning
Kuniaki Saito, Risa Shinoda, Shohei Tanaka, Tosho Hirasawa, Fumio Okura, Yoshitaka Ushiku
- 05 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MobileWizard: A Data-Efficient GUI Agent with Structured Reasoning and Progressive Reinforcement Learning
Weifeng Lin, Yuxiang Chai, Han Xiao, Liuyang Bian, Guangyi Liu, Liang Liu, Shuai Ren, Penggang Shi, Yafei Wen, Xiaoxin Chen, Aojun Zhou, Hongsheng Li
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
On The Difficulty of Learning in Classification Problems: Optimality and Information-Theoretic Perspectives
Zixuan Liu, Zhiyi Dong, Yongyi Mao
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ScaleCap: Scalable Image Captioning via Dual-Modality Debiasing
Long Xing, Qidong Huang, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Jinsong Li, Shuangrui Ding, Weiming Zhang, Nenghai Yu, Jiaqi Wang, Feng Wu, Dahua Lin
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Self-Improved Prior for All-in-One Image Restoration
Gang Wu, Junjun Jiang, Kui Jiang, Xianming Liu
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
SFA-KAN: Spatial-Frequency Aggregation Kolmogorov-Arnold Network for OCT Segmentation
Genghui Wu, Fengtao Nan, Meili Wang
- 05 Sept 2025 (modified: 24 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Can LLMs Maintain Fundamental Abilities under KV Cache Compression?
Xiang Liu, Zhenheng Tang, Hong Chen, Peijie Dong, Zeyu Li, Xiuze Zhou, Bo Li, Xuming Hu, Xiaowen Chu
- 05 Sept 2025 (modified: 18 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
FlowKV: Enhancing Multi-Turn Conversational Coherence in LLMs via Isolated Key-Value Cache Management
Xiang Liu, Hong Chen, Xuming Hu, Xiaowen Chu
- 05 Sept 2025 (modified: 18 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SIM-CoT: Supervised Implicit Chain-of-Thought
Xilin Wei, Xiaoran Liu, Yuhang Zang, Xiaoyi Dong, Yuhang Cao, Jiaqi Wang, Xipeng Qiu, Dahua Lin
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
THCRL: Trusted Hierarchical Contrastive Representation Learning for Multi-View Clustering
Jian Zhu, Xin Zou, Jun Sun, Yu-Ping Ruan, Hong Wen, Zulong Chen, Chenshu Hu, Cheng Luo, Lei Liu, Chang Tang
- 05 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SCOUT: Spatial-Aware Continual Scene Understanding and Switch Policy for Embodied Mobile Manipulation
Jingjing Qian, Zeyuan He, Chen Shi, Lei Xiao, Li Jiang
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Beyond Model Scaling: Test-Time Intervention for Efficient Deep Reasoning
Qianyue Wang, Jinwu Hu, Yufeng Wang, Zitian Zhang, LangYu Bian, Dongjin Yang, Huanxiang Lin, Haoran Gao, Yaofo Chen, Zhiquan Wen, Yuanqing Li, Mingkui Tan
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
When MLLMs Meet Compression Distortion: A Coding Paradigm Tailored to MLLMs
Jinming Liu, Zhaoyang Jia, Jiahao Li, Bin Li, Xin Jin, Wenjun Zeng, Yan Lu
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
SQ-format: A Unified Sparse-Quantized Hardware-friendly Data Format for Large Language Models
Ruixuan Huang, Hao Zeng, Hantao Huang, Jinyuan Shi, Minghui Yu, Ian En-Hsu Yen, Shuai Wang
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Sci2Pol: Evaluating and Fine-tuning LLMs on Scientific-to-Policy Brief Generation
Weimin Wu, Alexander C Furnas, Eddie Yang, Gefei Liu, Akhil Pandey Akella, Xuefeng Song, Dashun Wang, Han Liu
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
SparseD: Sparse Attention for Diffusion Language Models
Zeqing Wang, Gongfan Fang, Xinyin Ma, Xingyi Yang, Xinchao Wang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
GeoMoLa: Geometry-Aware Motion Latents for Learning Robust Manipulation Policies
Yunchao Zhang, Yijia Weng, Ruizhe Liu, Ming Hu, Leonidas Guibas, Yanchao Yang
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
RNE: plug-and-play diffusion inference-time control and energy-based training
Jiajun He, José Miguel Hernández-Lobato, Yuanqi Du, Francisco Vargas
- Published: 26 Jan 2026, Last Modified: 08 May 2026
- ICLR 2026 Poster
- Readers: Everyone
Revoking Amnesia: RL-based Trajectory Optimization to Resurrect Erased Concepts in Diffusion Models
Daiheng Gao, Nanxiang Jiang, Andi Zhang, Shilin Lu, Yufei tang, Wenbo Zhou, Weiming Zhang, Zhaoxin Fan
- 05 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Value-as-Return: A Two-Stage Framework to Align on the Optimal Score Function
Shikun Sun, Shuo Huang, Yiding Chen, Wen Sun, Jia Jia
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
MotionWeaver: Holistic 4D-Anchored Framework for Multi-Humanoid Image Animation
Xirui Hu, Yanbo Ding, Jiahao Wang, Tingting Shi, Yali Wang, Guo Zhi Zhi, Weizhan Zhang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Unified Stability Bounds for Structured World Models: Geometry, Equivariance, and Identifiability as Sufficient Conditions
Yanjun Li
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Interactive Post-Training for Vision-Language-Action Models
Shuhan Tan, Kairan Dou, Yue Zhao, Philipp Kraehenbuehl
- 05 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Adversarial Encoding Perturbation and Synthesis for Set Representation Auxiliary Learning
Yankai Chen, Xinni Zhang, Henry Peng Zou, Bowei He, Yangning Li, Philip S. Yu, Irwin King, Xue Liu
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
ReasonAudio: Semantic Reasoning and Temporal Synchrony in Video–Text-to-Audio Generation
Rongjie Huang, Dongchao Yang, Huadai Liu, Xixin Wu, Helen M. Meng
- 05 Sept 2025 (modified: 06 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

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