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2026 顶会论文

作者位次 #10/10ICLR 2026Poster· Reinforcement Learning / Deep RL

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

Yongliang Wu · Yizhou Zhou · Ziheng Zhou · Yingzhe Peng · Xinyu Ye · Xinting Hu · Wenbo Zhu · Lu Qi · Ming-Hsuan Yang · xu yang

强化学习与后训练理论与学习动力学OpenReview

作者位次 #6/6ICLR 2026Poster· Deep Learning / Generative Models and Autoencoders

Flatter Tokens are More Valuable for Speculative Draft Model Training

Jiaming Fan · CAO DAMING · Xiangzhong Luo · Jiale Fu · CHONGHAN LIU · xu yang

效率与系统OpenReview

作者位次 #3/5ICLR 2026Poster· Applications / Language, Speech and Dialog

Inheriting Generalizable Knowledge from LLMs to Diverse Vertical Tasks

Chang Liu · boyu shi · xu yang · Qiufeng Wang · Xin Geng

多模态检索与知识理论与学习动力学OpenReview

作者位次 #3/4ICLR 2026Poster· Deep Learning / Algorithms

UNITE: Universal kNowledge Integration from Task-specific Experts

Shuxia Lin · Qiufeng Wang · xu yang · Xin Geng

检索与知识OpenReview

作者位次 #5/5ICLR 2026Poster· Applications / Language, Speech and Dialog

CoT Vectors: Transferring and Probing the Reasoning Mechanisms of LLMs

Li Li · Ziyi Wang · Yongliang Wu · Jianfei Cai · xu yang

推理可解释性多模态OpenReview

作者位次 #7/7ICLR 2026Poster· Deep Learning / Algorithms

d$^2$Cache: Accelerating Diffusion-Based LLMs via Dual Adaptive Caching

Yuchu Jiang · Yue Cai · Xiangzhong Luo · Jiale Fu · Jiarui Wang · CHONGHAN LIU · xu yang

OpenReview

作者位次 #6/8CVPR 2026Spotlight· Computer Vision & Pattern Recognition

Recover to Predict: Progressive Retrospective Learning for Variable-Length Trajectory Prediction

Hao Zhou · Lu Qi · Xiangtai Li · Jie Zhang · Yi Liu · xu yang · Mingyu Fan · Fei Luo

多模态OpenReview 项目页

作者位次 #4/6CVPR 2026Oral· Computer Vision & Pattern Recognition

Breaking Semantic Boundaries: Distribution-Guided Semantic Exploration for Creative Generation

Fu Feng · Yucheng Xie · Ruixiao Shi · xu yang · Tmall Group of Alibaba) · Xin Geng

多模态OpenReview 项目页

作者位次 #6/9AAAI 2026Poster· Artificial Intelligence

Efficient and Effective In-context Demonstration Selection with Coreset

Zihua Wang · Jiarui Wang · Haiyang Xu · Ming Yan · Fei Huang · xu yang · Xiu-Shen Wei · Siya Mi · Yu Zhang

效率与系统OpenReview

作者位次 #4/5AAAI 2026Poster· Artificial Intelligence

Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge

Ruiming Chen · Junming Yang · Shiyu Xia · xu yang · Xin Geng

多模态检索与知识理论与学习动力学OpenReview

作者位次 #4/5AAAI 2026Poster· Artificial Intelligence

Adaptive-Learngene: Continual Expansion and Task-Aware Selection of Learngenes for Dynamic Environments

Shuxia Lin · Qiufeng Wang · Chang Liu · xu yang · Xin Geng

OpenReview

作者位次 #5/5AAAI 2026Poster· Artificial Intelligence

GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning

Jiale Fu · Yaqing Wang · Simeng Han · Jiaming Fan · xu yang

推理检索与知识OpenReview

作者位次 #3/4AAAI 2026Poster· Artificial Intelligence

Learngene: Inheritable 'Genes' in Intelligent Agents (Abstract Reprint)

Fu Feng · Jing Wang · xu yang · Xin Geng

智能体与工具OpenReview

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