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0 一作 · 14 篇 · CVPR 2026 / ICML 2026 / AAAI 2026 / ACL 2026 / IROS 2026

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2026 顶会论文

14

作者位次 #10/20ICML 2026Poster· Deep Learning / Large Language Models

RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents

jialiang zhu · Gongrui Zhang · Xiaolong Ma · Lin Xu · Miaosen Zhang · Ruiqi Yang · Song Wang · Kai Qiu · Zhirong Wu · Qi Dai · Ruichun Ma · Bei Liu · Yifan Yang · Chong Luo · Zhengyuan Yang · Linjie Li · Lijuan Wang · Weizhu Chen · Xin Geng · Baining Guo

智能体与工具效率与系统检索与知识OpenReview

作者位次 #10/14ICML 2026Poster· Applications / Computer Vision

Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning

Chendong Wang · Donglin Bai · Yifan Yang · Xiao Jin · Anlan Zhang · Rui Wang · Shiqi Jiang · Yuqing Yang · Hao Wu · Qi Dai · Chong Luo · Ting Cao · Lili Qiu · Suman Banerjee

多模态推理OpenReview

作者位次 #6/8ICML 2026Poster· Applications / Computer Vision

AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation

Ziwei Zhou · Zeyuan Lai · Rui Wang · Yifan Yang · Yuqing Yang · Qi Dai · Lili Qiu · Chong Luo

多模态评测与基准OpenReview

作者位次 #4/11ICML 2026Poster· Deep Learning / Large Language Models

Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training

Miaosen Zhang · Yishan Liu · Shuxia Lin · Qi Dai · Chong Luo · Baining Guo · Weihao Jiang · Peng Hou · Anxiang Zeng · Xu Yang · Xin Geng

理论与学习动力学OpenReview

作者位次 #7/9ICML 2026Spotlight· Deep Learning / Large Language Models

Decomposed On-Policy Distillation for Vision-Language Reasoning: Steering Gradients for Visual Grounding

Hee Suk Yoon · Eunseop Yoon · Jaehyun Jang · SooHwan Eom · Ji Woo Hong · Mark Hasegawa-Johnson · Qi Dai · Chong Luo · Chang D. Yoo

多模态推理可解释性OpenReview

作者位次 #7/9CVPR 2026Poster· Computer Vision & Pattern Recognition

PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning

Hee Suk Yoon · Eunseop Yoon · Ji Woo Hong · SooHwan Eom · Gwanhyeong Koo · Mark Hasegawa-Johnson · Qi Dai · Chong Luo · Chang D. Yoo

推理多模态OpenReview 项目页

作者位次 #3/8CVPR 2026Poster· Computer Vision & Pattern Recognition

Semantics Lead the Way: Harmonizing Semantic and Texture Modeling with Asynchronous Latent Diffusion

Yueming Pan · Ruoyu Feng · Qi Dai · Yuqi Wang · Wenfeng Lin · Mingyu Guo · Chong Luo · Nanning Zheng

安全多模态OpenReview 项目页

作者位次 #4/7CVPR 2026Poster· Computer Vision & Pattern Recognition

Learning to Generate Highly Dynamic Videos using Synthetic Motion Data

Wonjoon Jin · Jiyun Won · Janghyeok Han · Qi Dai · Chong Luo · Seung-Hwan Baek · Sunghyun Cho

多模态OpenReview 项目页

作者位次 #5/7CVPR 2026Poster· Computer Vision & Pattern Recognition

FlashMotion: Few-Step Controllable Video Generation with Trajectory Guidance

Quanhao Li · Zhen Xing · Rui Wang · Haidong Cao · Qi Dai · Daoguo Dong · Zuxuan Wu

多模态OpenReview 项目页

作者位次 #6/9CVPR 2026Poster· Computer Vision & Pattern Recognition

FlashPortrait: 6x Faster Infinite Portrait Animation with Adaptive Latent Prediction

Shuyuan Tu · Yueming Pan · Yinming Huang · Xintong Han · Zhen Xing · Qi Dai · Kai Qiu · Chong Luo · Zuxuan Wu

多模态OpenReview 项目页

作者位次 #8/10ACL 2026Findings· Findings of ACL

G o V i G : Goal-Conditioned Visual Navigation Instruction Generation via Multimodal Reasoning

Fengyi Wu · Yifei Dong · Yilong Dai · Guangyu Chen · Qifeng Wu · Huiting Huang · Hang Wang · Qi Dai · Alexander G Hauptmann · Zhi-Qi Cheng

摘要

We introduce Goal-Conditioned Visual Navigation Instruction Generation (GoViG), a new task that aims to generate contextually coherent navigation instructions solely from egocentric visual observations of initial and goal states. Unlike prior work relying on structured inputs, such as semantic an...

多模态推理评测与基准OpenReview 项目页

作者位次 #10/12IROS 2026Poster· Benchmarking Robustness in Visual Navigation

HA-VLN 2.0: An Open Benchmark and Leaderboard for Human-Aware Navigation in Discrete and Continuous Environments with Dynamic Multi-Human Interactions

Yifei Dong · Fengyi Wu · Qi He · Lingdong Kong · Li Heng · Minghan Li · Zebang Cheng · Yuxuan Zhou · Jingdong Sun · Qi Dai · Alexander Hauptmann · Zhi-Qi Cheng

多模态评测与基准社会与人本Vision-Based NavigationSoftware Tools for Benchmarking and ReproducibilitySimulation and AnimationOpenReview

作者位次 #8/13AAAI 2026OralOutstanding Paper· Artificial Intelligence

LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation

weiquan Huang · Aoqi Wu · Yifan Yang · Xufang Luo · Yuqing Yang · Usman Naseem · Chunyu Wang · Qi Dai · Xiyang Dai · Dongdong Chen · Chong Luo · Lili Qiu · Liang Hu

可解释性OpenReview

作者位次 #7/10AAAI 2026Poster· Artificial Intelligence

HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models

Ziqin Zhou · Yifan Yang · Yuqing Yang · Tianyu He · Houwen Peng · Kai Qiu · Qi Dai · Lili Qiu · Chong Luo · Lingqiao Liu

多模态数据与预训练OpenReview

常见合作者

CLChong Luo×11 YYYuqing Yang×4 KQKai Qiu×3 YYYifan Yang×3 RWRui Wang×3 MZMiaosen Zhang×2 XGXin Geng×2 BGBaining Guo×2 LQLili Qiu×2 EYEunseop Yoon×2 SESooHwan Eom×2 MHMark Hasegawa-Johnson×2