Yang, Yijun

21 publications

NeurIPS 2025 A Controllable Examination for Long-Context Language Models Yijun Yang, Zeyu Huang, Wenhao Zhu, Zihan Qiu, Fei Yuan, Jeff Z. Pan, Ivan Titov

CVPR 2025 Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine Zhaohu Xing, Lihao Liu, Yijun Yang, Hongqiu Wang, Tian Ye, Sixiang Chen, Wenxue Li, Guang Liu, Lei Zhu

ICLR 2025 From an LLM Swarm to a PDDL-Empowered Hive: Planning Self-Executed Instructions in a Multi-Modal Jungle Kaustubh Vyas, Damien Graux, Yijun Yang, Sebastien Montella, Chenxin Diao, Wendi Zhou, Pavlos Vougiouklis, Ruofei Lai, Yang Ren, Keshuang Li, Jeff Z. Pan

ICCV 2025 GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-Based VLM Agent Training Tong Wei, Yijun Yang, Junliang Xing, Yuanchun Shi, Zongqing Lu, Deheng Ye

ICCV 2025 GenHaze: Pioneering Controllable One-Step Realistic Haze Generation for Real-World Dehazing Sixiang Chen, Tian Ye, Yunlong Lin, Yeying Jin, Yijun Yang, Haoyu Chen, Jianyu Lai, Song Fei, Zhaohu Xing, Fugee Tsung, Lei Zhu

ICCV 2025 Medical World Model Yijun Yang, Zhao-Yang Wang, Qiuping Liu, Shuwen Sun, Kang Wang, Rama Chellappa, Zongwei Zhou, Alan Yuille, Lei Zhu, Yu-Dong Zhang, Jieneng Chen

TMLR 2025 System-2 Mathematical Reasoning via Enriched Instruction Tuning Huanqia Cai, Yijun Yang, Zhifeng Li

NeurIPS 2025 WALL-E: World Alignment by NeuroSymbolic Learning Improves World Model-Based LLM Agents Siyu Zhou, Tianyi Zhou, Yijun Yang, Guodong Long, Deheng Ye, Jing Jiang, Chengqi Zhang

ICML 2024 Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning Zhiyuan He, Yijun Yang, Pin-Yu Chen, Qiang Xu, Tsung-Yi Ho

CVPR 2024 Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance Junkai Fan, Jiangwei Weng, Kun Wang, Yijun Yang, Jianjun Qian, Jun Li, Jian Yang

CVPR 2024 Embodied Multi-Modal Agent Trained by an LLM from a Parallel TextWorld Yijun Yang, Tianyi Zhou, Kanxue Li, Dapeng Tao, Lusong Li, Li Shen, Xiaodong He, Jing Jiang, Yuhui Shi

CVPR 2024 Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal Yijun Yang, Hongtao Wu, Angelica I. Aviles-Rivero, Yulun Zhang, Jing Qin, Lei Zhu

NeurIPS 2024 GuardT2I: Defending Text-to-Image Models from Adversarial Prompts Yijun Yang, Ruiyuan Gao, Xiao Yang, Jianyuan Zhong, Qiang Xu

CVPR 2024 MMA-Diffusion: MultiModal Attack on Diffusion Models Yijun Yang, Ruiyuan Gao, Xiaosen Wang, Tsung-Yi Ho, Nan Xu, Qiang Xu

IJCAI 2024 MuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models Kanxue Li, Baosheng Yu, Qi Zheng, Yibing Zhan, Yuhui Zhang, Tianle Zhang, Yijun Yang, Yue Chen, Lei Sun, Qiong Cao, Li Shen, Lusong Li, Dapeng Tao, Xiaodong He

MLOSS 2024 PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization Qiqi Duan, Guochen Zhou, Chang Shao, Zhuowei Wang, Mingyang Feng, Yuwei Huang, Yajing Tan, Yijun Yang, Qi Zhao, Yuhui Shi

ECCV 2024 Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization Hongtao Wu, Angelica I Aviles-Rivero, Yijun Yang, Jingjing Ren, Sixiang Chen, Haoyu Chen, Lei Zhu

ICML 2023 Continual Task Allocation in Meta-Policy Network via Sparse Prompting Yijun Yang, Tianyi Zhou, Jing Jiang, Guodong Long, Yuhui Shi

ICCV 2023 Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation Yijun Yang, Angelica I. Aviles-Rivero, Huazhu Fu, Ye Liu, Weiming Wang, Lei Zhu

ECCV 2022 Out-of-Distribution Detection with Semantic Mismatch Under Masking Yijun Yang, Ruiyuan Gao, Qiang Xu

ICLR 2022 Pareto Policy Pool for Model-Based Offline Reinforcement Learning Yijun Yang, Jing Jiang, Tianyi Zhou, Jie Ma, Yuhui Shi