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SpecExtend: A Drop-in Enhancement for Speculative Decoding of Long Sequences
Jungyoub Cha, Hyunjong Kim, Sungzoon Cho
- 20 Sept 2025 (modified: 01 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Not Search, But Scan: Benchmarking MLLMs on Scan-Oriented Academic Paper Reasoning
Rongjin Li, Zichen Tang, Xianghe Wang, Xinyi Hu, Zhengyu Wang, Zhengyu Lu, Yiling Huang, Jiayuan Chen, Weisheng Tan, Jiacheng Liu, Zhongjun Yang, Haihong E
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
InfoBlend: Storing and Reusing KV Caches of Multimodal Information without Positional Restriction
Shiju Zhao, Junhao Hu, Rongxiao Huang, Jiaqi Zheng, Guihai Chen
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Exposing Weak Links in Multi-Agent Systems under Adversarial Prompting
Nirmit Arora, Sathvik Joel, Ishan Kavathekar, Palak, Rohan Gandhi, Yash Pandya, Tanuja Ganu, Aditya Kanade, Akshay Nambi
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Dem-HEC: High-Entropy Contrastive Fine-Tuning for Countering Natural Corruptions
Vishesh Kumar, Akshay Agarwal
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
FrugalRAG: Less is More in RL Finetuning for Multi-hop Question Answering
Abhinav Java, Srivathsan Koundinyan, Nagarajan Natarajan, Amit Sharma
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Any-step Generation via N-th Order Recursive Consistent Velocity Field Estimation
Peng Sun, Tao Lin
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
LoRA Fails under Non-IID Conditions: Rethinking Federated Low-Rank Adaptation
Hongyi Peng, Han Yu
- 20 Sept 2025 (modified: 14 Oct 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Bridging the Preference Gap: Post-Training Input Rewriting with Large Language Models
ShengKun Tu, Shisong Chen, Zhixu Li, Yanghua Xiao, Liangyue Li, Zulong Chen
- 20 Sept 2025 (modified: 20 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation
Han Song, Yucheng Zhou, Jianbing Shen, Yu Cheng
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Beyond Unidirectional Flow: LLM Reasoning with Bidirectional Cycle-Consistent CoT
Jinchang Zhu, YI DING, Chenghao Wu, Chengwei Qin, Menglin Yang
- 20 Sept 2025 (modified: 22 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MetaFlow: A Meta Approach of Training LLMs into Generalizable Workflow Generators
Gan Luo, Zihan Qin, Bin Dong, Wotao Yin
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
UPER: Bridging the Perception Gap in Personalized Image Generation with Human-Aligned Reinforcement Learning
Hanzhong Guo, Pengzhan Wang, Nizhe Cai, Jieliang Luo
- 20 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
CL2GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction
Shang Qin, Jingheng Ye, Yinghui Li, Hai-Tao Zheng, Qi Li, Jinxiao Shan, Zhixing Li, Hong-Gee Kim
- 20 Sept 2025 (modified: 04 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Learning meaningful geological fields representations by self-supervised methods
Grigoriy M. Shutov, Klim Goldshtein, Marsel Khayrullin, Iuliia Uzhegova, Konoshonkina Natalia Yuryevna, Stanislav Slivkin, Gleb Shishaev, Boris Belozerov, Evgeny Burnaev, Vladimir Vanovskiy
- 20 Sept 2025 (modified: 26 Sept 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Improving expressivity in Link Prediction with GNNs via the Shortest Path
Francesco Ferrini, Veronica Lachi, Antonio Longa, Bruno Lepri, Andrea Passerini
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Evaluating Dataset Watermarking for Fine-tuning Traceability of Customized Diffusion Models: A Comprehensive Benchmark and Removal Approach
Xincheng Wang, Hanchi Sun, Wenjun Sun, Kejun Xue, Wangqiu Zhou, Jianbo Zhang, Wei Sun, Jun Jia, Zhijun Fang, Guangtao Zhai
- 20 Sept 2025 (modified: 13 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Contact-VLA: Zero-Shot Planning and Control for Contact-Rich Manipulation
Berk Cicek, Mert Kaan Er, Ege Doganay, Ozgur S. Oguz
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Q-FSRU: Quantum-Augmented Frequency-Spectral Fusion for Medical Visual Question Answering
Rakesh Thakur, Yusra Tariq, Rakesh Chandra Joshi
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Gaze Following in Question Answering: A Comprehensive Benchmark for Vision-Language Models
Shijing Wang, Chaoqun Cui, Yihua Cheng, Yaping Huang
- 20 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Causal Scaffolding for Physical Reasoning: A Benchmark for Causally-Informed Physical World Understanding in VLMs
Tianyi Tang, Zhuoyi Lin, Zeyu Feng, Tianyi Ma, Yew-Soon Ong, Ivor Tsang, Haiyan Yin
- 20 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TSDINO: Teacher–Student Self-Distillation Framework for Robust Pre-training of Time-Series Foundation Models
Takayuki Katsuki, Tomoya Sakai, Haoxiang Qiu, Vijay Ekambaram, Kyongmin Yeo, Arindam Jati, Sumanta Mukherjee, Subodh Kumar, Pankaj Dayama, Wesley M. Gifford, Chandra Reddy, Jayant Kalagnanam
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ChemBOMAS: Accelerated Bayesian Optimization for Scientific Discovery in Chemistry with LLM-Enhanced Multi-Agent System
Dong Han, Zhehong AI, Pengxiang Cai, Zihao Ye, Shanya Lu, Shuzhou Sun, Jianpeng Chen, Ben Gao, Lingli Ge, Weida Wang, Xiangxin Zhou, Xihui Liu, Mao Su, Wanli Ouyang, LEI BAI, Dongzhan Zhou, Tao XU, Yuqiang Li, Shufei Zhang
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Stopping Computation for Converged Tokens in Masked Diffusion-LM Decoding
Daisuke Oba, Danushka Bollegala, Masahiro Kaneko, Naoaki Okazaki
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
SuRe: Surprise-Driven Prioritised Replay for Continual LLM Learning
Hugo Hazard, Zafeirios Fountas, Martin Benfeghoul, Adnan Oomerjee, Jun Wang, Haitham Bou Ammar
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone

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