Yang, Xu

87 publications

ICLR 2026 CoT Vectors: Transferring and Probing the Reasoning Mechanisms of LLMs Li Li, Ziyi Wang, Yongliang Wu, Jianfei Cai, Xu Yang

ICLR 2026 Flatter Tokens Are More Valuable for Speculative Draft Model Training Jiaming Fan, Cao Daming, Xiangzhong Luo, Jiale Fu, Chonghan Liu, Xu Yang

ICLR 2026 GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent System Yiqin Yang, Xu Yang, Yuhua Jiang, Ni Mu, Hao Hu, Runpeng Xie, Ziyou Zhang, Siyuan Li, Yuan-Hua Ni, Qianchuan Zhao, Bo Xu

ICLR 2026 Inheriting Generalizable Knowledge from LLMs to Diverse Vertical Tasks Chang Liu, Boyu Shi, Xu Yang, Qiufeng Wang, Xin Geng

ICLR 2026 OPRIDE: Efficient Offline Preference-Based Reinforcement Learning via In-Dataset Exploration Yiqin Yang, Hao Hu, Yihuan Mao, Jin Zhang, Chengjie Wu, Yuhua Jiang, Xu Yang, Runpeng Xie, Yi Fan, Bo Liu, Yang Gao, Bo Xu, Chongjie Zhang

ICLR 2026 On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification Yongliang Wu, Yizhou Zhou, Zhou Ziheng, Yingzhe Peng, Xinyu Ye, Xinting Hu, Wenbo Zhu, Lu Qi, Ming-Hsuan Yang, Xu Yang

ICLR 2026 UNITE: Universal kNowledge Integration from Task-Specific Experts Shuxia Lin, Qiufeng Wang, Xu Yang, Xin Geng

ICLR 2026 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

NeurIPS 2025 Adversarial Graph Fusion for Incomplete Multi-View Semi-Supervised Learning with Tensorial Imputation Zhangqi Jiang, Tingjin Luo, Xu Yang, Xinyan Liang

WACV 2025 DTA: Dual Temporal-Channel-Wise Attention for Spiking Neural Networks Minje Kim, Minjun Kim, Xu Yang

NeurIPS 2025 Data Selection Matters: Towards Robust Instruction Tuning of Large Multimodal Models Xu Yang, Chen Liu, Ying Wei

ICCV 2025 Democratizing High-Fidelity Co-Speech Gesture Video Generation Xu Yang, Shaoli Huang, Shenbo Xie, Xuelin Chen, Yifei Liu, Changxing Ding

CVPR 2025 Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens Zhangqi Jiang, Junkai Chen, Beier Zhu, Tingjin Luo, Yankun Shen, Xu Yang

NeurIPS 2025 Dual-Space Semantic Synergy Distillation for Continual Learning of Unlabeled Streams Donghao Sun, Xi Wang, Xu Yang, Kun Wei, Cheng Deng

WACV 2025 Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning Yanan Gu, Muli Yang, Xu Yang, Kun Wei, Hongyuan Zhu, Gabriel James Goenawan, Cheng Deng

ICML 2025 Fast Large Language Model Collaborative Decoding via Speculation Jiale Fu, Yuchu Jiang, Junkai Chen, Jiaming Fan, Xin Geng, Xu Yang

NeurIPS 2025 FlowPrune: Accelerating Attention Flow Calculation by Pruning Flow Network Shuo Xu, Yu Chen, Shuxia Lin, Xin Geng, Xu Yang

AAAI 2025 Inheriting Generalized Learngene for Efficient Knowledge Transfer Across Multiple Tasks Yuankun Zu, Shiyu Xia, Xu Yang, Qiufeng Wang, Han Zhang, Xin Geng

NeurIPS 2025 KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models Yongliang Wu, Zonghui Li, Xinting Hu, Xinyu Ye, Xianfang Zeng, Gang Yu, Wenbo Zhu, Bernt Schiele, Ming-Hsuan Yang, Xu Yang

ICML 2025 Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales Jiaze Xu, Shiyu Xia, Xu Yang, Jiaqi Lv, Xin Geng

CVPR 2025 Mimic In-Context Learning for Multimodal Tasks Yuchu Jiang, Jiale Fu, Chenduo Hao, Xinting Hu, Yingzhe Peng, Xin Geng, Xu Yang

CVPR 2025 Number It: Temporal Grounding Videos like Flipping Manga Yongliang Wu, Xinting Hu, Yuyang Sun, Yizhou Zhou, Wenbo Zhu, Fengyun Rao, Bernt Schiele, Xu Yang

IJCAI 2025 Outstanding Orthodontist: No More Artifactual Teeth in Talking Face Zibo Su, Ziqi Zhang, Kun Wei, Xu Yang, Cheng Deng

IJCAI 2025 Q-MiniSAM2: A Quantization-Based Benchmark for Resource-Efficient Video Segmentation Xuanxuan Ren, Xiangyu Li, Kun Wei, Xu Yang, Yanhua Yang

NeurIPS 2025 R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization Yuante Li, Xu Yang, Xiao Yang, Xisen Wang, Weiqing Liu, Jiang Bian

NeurIPS 2025 RAPID Hand: Robust, Affordable, Perception-Integrated, Dexterous Manipulation Platform for Embodied Intelligence Zhaoliang Wan, Zetong Bi, Zida Zhou, Hao Ren, Yiming Zeng, Yihan Li, Lu Qi, Xu Yang, Ming-Hsuan Yang, Hui Cheng

CVPR 2025 Redefining <Creative> in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation Fu Feng, Yucheng Xie, Xu Yang, Jing Wang, Xin Geng

IJCAI 2025 Tackling Long-Tailed Data Challenges in Spiking Neural Networks via Heterogeneous Knowledge Distillation Moqi Li, Xu Yang, Cheng Deng

ICML 2025 Three-Dimensional Trajectory Prediction with 3DMoTraj Dataset Hao Zhou, Xu Yang, Mingyu Fan, Lu Qi, Xiangtai Li, Ming-Hsuan Yang, Fei Luo

AAAI 2025 Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient Yongliang Wu, Shiji Zhou, Mingzhuo Yang, Lianzhe Wang, Heng Chang, Wenbo Zhu, Xinting Hu, Xiao Zhou, Xu Yang

AAAI 2025 Video Repurposing from User Generated Content: A Large-Scale Dataset and Benchmark Yongliang Wu, Wenbo Zhu, Jiawang Cao, Yi Lu, Bozheng Li, Weiheng Chi, Zihan Qiu, Lirian Su, Haolin Zheng, Jay Wu, Xu Yang

CVPR 2024 A Versatile Framework for Continual Test-Time Domain Adaptation: Balancing Discriminability and Generalizability Xu Yang, Xuan Chen, Moqi Li, Kun Wei, Cheng Deng

NeurIPS 2024 BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning Jianming Pan, Zeqi Ye, Xiao Yang, Xu Yang, Weiqing Liu, Lewen Wang, Jiang Bian

AAAI 2024 Building Variable-Sized Models via Learngene Pool Boyu Shi, Shiyu Xia, Xu Yang, Haokun Chen, Zhiqiang Kou, Xin Geng

NeurIPS 2024 Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers Qiufeng Wang, Xu Yang, Fu Feng, Jing Wang, Xin Geng

AAAI 2024 Dynamic Reactive Spiking Graph Neural Network Han Zhao, Xu Yang, Cheng Deng, Junchi Yan

IJCAI 2024 Exploring Learngene via Stage-Wise Weight Sharing for Initializing Variable-Sized Models Shiyu Xia, Wenxuan Zhu, Xu Yang, Xin Geng

ECML-PKDD 2024 FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling Hongyu Zhang, Dongyi Zheng, Lin Zhong, Xu Yang, Jiyuan Feng, Yunqing Feng, Qing Liao

CVPR 2024 How to Configure Good In-Context Sequence for Visual Question Answering Li Li, Jiawei Peng, Huiyi Chen, Chongyang Gao, Xu Yang

NeurIPS 2024 Initializing Variable-Sized Vision Transformers from Learngene with Learnable Transformation Shiyu Xia, Yuankun Zu, Xu Yang, Xin Geng

NeurIPS 2024 LIVE: Learnable In-Context Vector for Visual Question Answering Yingzhe Peng, Chenduo Hao, Xinting Hu, Jiawei Peng, Xin Geng, Xu Yang

NeurIPS 2024 Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models Xu Yang, Yingzhe Peng, Haoxuan Ma, Shuo Xu, Chi Zhang, Yucheng Han, Hanwang Zhang

NeurIPS 2024 Linearly Decomposing and Recomposing Vision Transformers for Diverse-Scale Models Shuxia Lin, Miaosen Zhang, Ruiming Chen, Qiufeng Wang, Xu Yang, Xin Geng

CVPR 2024 Long-Tail Class Incremental Learning via Independent Sub-Prototype Construction Xi Wang, Xu Yang, Jie Yin, Kun Wei, Cheng Deng

CVPR 2024 MemoNav: Working Memory Model for Visual Navigation Hongxin Li, Zeyu Wang, Xu Yang, Yuran Yang, Shuqi Mei, Zhaoxiang Zhang

NeurIPS 2024 Mixture of Adversarial LoRAs: Boosting Robust Generalization in Meta-Tuning Xu Yang, Chen Liu, Ying Wei

IJCAI 2024 Navigating Continual Test-Time Adaptation with Symbiosis Knowledge Xu Yang, Moqi Li, Jie Yin, Kun Wei, Cheng Deng

ICML 2024 One Meta-Tuned Transformer Is What You Need for Few-Shot Learning Xu Yang, Huaxiu Yao, Ying Wei

ICLRW 2024 RD2Bench: Toward Data-Centric Automatic R&D Haotian Chen, Xinjie Shen, Zeqi Ye, Xiao Yang, Xu Yang, Weiqing Liu, Jiang Bian

CVPR 2024 Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-on Xu Yang, Changxing Ding, Zhibin Hong, Junhao Huang, Jin Tao, Xiangmin Xu

AAAI 2024 Transformer as Linear Expansion of Learngene Shiyu Xia, Miaosen Zhang, Xu Yang, Ruiming Chen, Haokun Chen, Xin Geng

CVPR 2024 Unveiling the Unknown: Unleashing the Power of Unknown to Known in Open-Set Source-Free Domain Adaptation Fuli Wan, Han Zhao, Xu Yang, Cheng Deng

ICML 2024 VinT-6d: A Large-Scale Object-in-Hand Dataset from Vision, Touch and Proprioception Zhaoliang Wan, Yonggen Ling, Senlin Yi, Lu Qi, Wang Wei Lee, Minglei Lu, Sicheng Yang, Xiao Teng, Peng Lu, Xu Yang, Ming-Hsuan Yang, Hui Cheng

ICML 2024 Vision Transformers as Probabilistic Expansion from Learngene Qiufeng Wang, Xu Yang, Haokun Chen, Xin Geng

NeurIPS 2023 Exploring Diverse In-Context Configurations for Image Captioning Xu Yang, Yongliang Wu, Mingzhuo Yang, Haokun Chen, Xin Geng

IJCAI 2023 Exploring Safety Supervision for Continual Test-Time Domain Adaptation Xu Yang, Yanan Gu, Kun Wei, Cheng Deng

ICCV 2023 Learning Trajectory-Word Alignments for Video-Language Tasks Xu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye, Chenliang Li, Ming Yan, Yu Zhang, Fei Huang, Songfang Huang

NeurIPS 2023 Learning from Biased Soft Labels Hua Yuan, Yu Shi, Ning Xu, Xu Yang, Xin Geng, Yong Rui

IJCAI 2022 Attention-Guided Contrastive Hashing for Long-Tailed Image Retrieval Xuan Kou, Chenghao Xu, Xu Yang, Cheng Deng

CVPR 2022 EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching Yaya Shi, Xu Yang, Haiyang Xu, Chunfeng Yuan, Bing Li, Weiming Hu, Zheng-Jun Zha

AAAI 2022 Learning Universal Adversarial Perturbation by Adversarial Example Maosen Li, Yanhua Yang, Kun Wei, Xu Yang, Heng Huang

CVPR 2022 Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency Yanan Gu, Xu Yang, Kun Wei, Cheng Deng

CVPR 2022 Show, Deconfound and Tell: Image Captioning with Causal Inference Bing Liu, Dong Wang, Xu Yang, Yong Zhou, Rui Yao, Zhiwen Shao, Jiaqi Zhao

CVPR 2022 Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning Xiangyu Li, Xu Yang, Kun Wei, Cheng Deng, Muli Yang

AAAI 2022 Towards End-to-End Image Compression and Analysis with Transformers Yuanchao Bai, Xu Yang, Xianming Liu, Junjun Jiang, Yaowei Wang, Xiangyang Ji, Wen Gao

ICCV 2021 Auto-Parsing Network for Image Captioning and Visual Question Answering Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai

CVPR 2021 Causal Attention for Vision-Language Tasks Xu Yang, Hanwang Zhang, Guojun Qi, Jianfei Cai

IJCAI 2021 Graph Debiased Contrastive Learning with Joint Representation Clustering Han Zhao, Xu Yang, Zhenru Wang, Erkun Yang, Cheng Deng

AAAI 2021 Incremental Embedding Learning via Zero-Shot Translation Kun Wei, Cheng Deng, Xu Yang, Maosen Li

CVPR 2021 Nearest Neighbor Matching for Deep Clustering Zhiyuan Dang, Cheng Deng, Xu Yang, Kun Wei, Heng Huang

CVPR 2021 SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network Xu Yang, Cheng Deng, Zhiyuan Dang, Kun Wei, Junchi Yan

NeurIPS 2020 Adversarial Learning for Robust Deep Clustering Xu Yang, Cheng Deng, Kun Wei, Junchi Yan, Wei Liu

ECCV 2020 Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning Xiangxi Shi, Xu Yang, Jiuxiang Gu, Shafiq Joty, Jianfei Cai

ECCV 2020 Learning Progressive Joint Propagation for Human Motion Prediction Yujun Cai, Lin Huang, Yiwei Wang, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Xu Yang, Yiheng Zhu, Xiaohui Shen, Ding Liu, Jing Liu, Nadia Magnenat Thalmann

IJCAI 2020 Lifelong Zero-Shot Learning Kun Wei, Cheng Deng, Xu Yang

CVPR 2020 Multi-Scale Fusion Subspace Clustering Using Similarity Constraint Zhiyuan Dang, Cheng Deng, Xu Yang, Heng Huang

CVPR 2019 Auto-Encoding Scene Graphs for Image Captioning Xu Yang, Kaihua Tang, Hanwang Zhang, Jianfei Cai

CVPR 2019 Deep Spectral Clustering Using Dual Autoencoder Network Xu Yang, Cheng Deng, Feng Zheng, Junchi Yan, Wei Liu

ICCV 2019 Learning to Collocate Neural Modules for Image Captioning Xu Yang, Hanwang Zhang, Jianfei Cai

ICCV 2019 Unpaired Image Captioning via Scene Graph Alignments Jiuxiang Gu, Shafiq Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang

ICCV 2019 Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection Lu Zhang, Xiangyu Zhu, Xiangyu Chen, Xu Yang, Zhen Lei, Zhiyong Liu

AAAI 2018 New L2, 1-Norm Relaxation of Multi-Way Graph Cut for Clustering Xu Yang, Cheng Deng, Xianglong Liu, Feiping Nie

ECCV 2018 Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features Xu Yang, Hanwang Zhang, Jianfei Cai

CVPRW 2016 Deep Age Distribution Learning for Apparent Age Estimation Zeng-Wei Huo, Xu Yang, Chao Xing, Ying Zhou, Peng Hou, Jiaqi Lv, Xin Geng

IJCAI 2016 Sparsity Conditional Energy Label Distribution Learning for Age Estimation Xu Yang, Xin Geng, Deyu Zhou

ICCVW 2015 Deep Label Distribution Learning for Apparent Age Estimation Xu Yang, Bin-Bin Gao, Chao Xing, Zeng-Wei Huo, Xiu-Shen Wei, Ying Zhou, Jianxin Wu, Xin Geng

IJCAI 2007 A Call Admission Control Scheme Using NeuroEvolution Algorithm in Cellular Networks Xu Yang, John Bigham