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Part-level Semantic-guided Contrastive Learning for Fine-grained Visual Classification
Zhijian Lin, Hong Han
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
POLLINATOR: OPTIMAL MATCHMAKING IN AN INTELLIGENCE MARKETPLACE
Subhendu Khatuya, Samik Datta, Sachish Singla, Pawan Goyal, Niloy Ganguly
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
AutoEP: LLMs-Driven Automation of Hyperparameter Evolution for Metaheuristic Algorithms
Zhenxing Xu, Yizhe Zhang, Weidong Bao, Hao Wang, Ming Chen, Haoran Ye, Wenzheng Jiang, Hui Yan, Ji Wang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Oral
- Readers: Everyone
Memorize or Generalize? Evaluating LLM Code Generation with Code Rewriting
Lizhe Zhang, Wentao Chen, Li Zhong, Letian Peng, Zilong Wang, Jingbo Shang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Learning Ordinal Probabilistic Reward from Preferences
Longze Chen, Lu Wang, Renke Shan, Ze Gong, Run Luo, Jiaming Li, Jing Luo, Qiyao Wang, Min Yang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Logit‑KL Flow Matching: Non‑Autoregressive Text Generation via Sampling‑Hybrid Inference
Egor Sevriugov, Nikita Dragunov, Anton Razzhigaev, Andrey Kuznetsov, Ivan Oseledets
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
PodEval: A Multimodal Evaluation Framework for Podcast Audio Generation
Yujia Xiao, Liumeng Xue, Lei He, Xinyi Chen, Aemon Yat Fei Chiu, Wenjie Tian, Shaofei Zhang, Qiuqiang Kong, Xinfa Zhu, Wei Xue, Tan Lee
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Differential Privacy for Transformer Embeddings with Nonparametric Variational Information Bottleneck
Dina El Zein, James Henderson
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Web-CogReasoner: Towards Multimodal Knowledge-Induced Cognitive Reasoning for Web Agents
Yuhan Guo, Guocong, Aiwen Sun, Hongliang He, Xinyu Yang, Yue Lu, Yingji Zhang, Xuntao Guo, Dong Zhang, Jianzhuang Liu, Jiang Duan, Yijia Xiao, Liangjian Wen, Haiming Xu, Yong Dai
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Polaris: Scaling Up Instruction-Guided Image Generation Towards Millions of Personalized Needs
Zhi-Kai Chen, Jun-Peng Jiang, Jun-Jie Tao, De-Chuan Zhan, Han-Jia Ye
- 19 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding
Jia-Nan Li, Jian Guan, Wei Wu, Chongxuan Li
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Temporal Slowness in Central Vision Drives Semantic Object Learning
Timothy Schaumlöffel, Arthur Aubret, Gemma Roig, Jochen Triesch
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Gradient-Sign Masking for Task Vector Transport Across Pre-Trained Models
Filippo Rinaldi, Aniello Panariello, Giacomo Salici, Fengyuan Liu, Marco Ciccone, Angelo Porrello, Simone Calderara
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Beyond Masks: Efficient, Flexible Diffusion Language Models via Deletion-Insertion Processes
Fangyu Ding, Ding Ding, Sijin Chen, Kaibo Wang, Peng Xu, Zijin Feng, Haoli Bai, Kai Han, Youliang Yan, Binhang Yuan, Jiacheng Sun
- Published: 26 Jan 2026, Last Modified: 13 May 2026
- ICLR 2026 Poster
- Readers: Everyone
Efficient Facial Landmark Detection via Prior Knowledge-Guided Agents
Seongmin Jin, Jaeyeong Han, Doo Seok Jeong
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Aligning Reasoning LLMs for Materials Discovery with Physics-aware Rejection Sampling
Lee Hyun, Sohee Yoon, Jinwoo Park, Seongeon Park, Sue In Chae, Jooyeon Ahn, Yebin Jung, You Jung Chung, JINA KIM, Hogeun Chang, Sujin Park, Myeonginn Kang, Ho-Gyeong Kim, Myeonghun Jeong
- 19 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
DéjàQ: Open-Ended Evolution of Diverse, Learnable and Verifiable Problems
Willem Röpke, Samuel Coward, Andrei Lupu, Thomas Foster, Tim Rocktäschel, Jakob Nicolaus Foerster
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Towards Multimodal Data-Driven Scientific Discovery Powered by LLM Agents
Fan Liu, Xiaozhao Zeng, Hao Liu
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Scaling Controllable Modeling Via Self-Evolving Feature Engineering
Varun Khurana, Vijval Ekbote, Vashu Chauhan, Yaman Kumar Singla, Rajiv Ratn Shah, Balaji Krishnamurthy
- 19 Sept 2025 (modified: 02 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SAFD: A Style-Agnostic Framework for Detecting LLM-Generated Text
Xiaoquan Yi, Haozhao Wang, Yichen Li, Yining Qi, Wenchao Xu, Zhang Jinghua, Rui Zhang, Yuhua Li, Ruixuan Li
- 19 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Guided Domain Solver: Structured Exploration of Domain-Specific Tasks with Large Language Models
Roger Näf, Fernando Benites, Philipp Gerard Tremuel, Christoph Würsch
- 19 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Nonparametric Contextual Online Bilateral Trade
Emanuele Coccia, Martino Bernasconi, Andrea Celli
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Dissecting Implicit Chain of Thought: Can Transformers Learn It Spontaneously?
Juncai Li, Ru Li, Yuxiang Zhou, Jeff Z. Pan
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Training-Free Generative Modeling by Kernelizing Pretrained Diffusion Models
Florentin Coeurdoux, Thomas Eboli, Anastasia Borovykh, Eric Vanden-Eijnden
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Revisiting Differential Attention: A Fine-Tuning Perspective on Practical Noise Mitigation
Mucun Xie, JiaoZhenyang, Jian Li, Hua Huang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone

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