Yang, Zhen

41 publications

NeurIPS 2025 AF-UMC: An Alignment-Free Fusion Framework for Unaligned Multi-View Clustering Bohang Sun, Yuena Lin, Tao Yang, Zhen Zhu, Zhen Yang, Gengyu Lyu

AAAI 2025 CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label Learning Qiuru Hai, Yongjian Deng, Yuena Lin, Zheng Li, Zhen Yang, Gengyu Lyu

NeurIPS 2025 CaliGCL: Calibrated Graph Contrastive Learning via Partitioned Similarity and Consistency Discrimination Yuena Lin, Hao Wei, Haichun Cai, Bohang Sun, Tao Yang, Zhen Yang, Gengyu Lyu

NeurIPS 2025 Causality Meets the Table: Debiasing LLMs for Faithful TableQA via Front-Door Intervention Zhen Yang, Ziwei Du, Minghan Zhang, Wei Du, Jie Chen, Fulan Qian, Shu Zhao

IJCAI 2025 Critical Node-Aware Augmentation for Hypergraph Contrastive Learning Zhuo Li, Yuena Lin, Yipeng Wang, Wenmao Liu, Mingliang Yu, Zhen Yang, Gengyu Lyu

NeurIPS 2025 EPA: Boosting Event-Based Video Frame Interpolation with Perceptually Aligned Learning Yuhan Liu, LingHui Fu, Zhen Yang, Hao Chen, Youfu Li, Yongjian Deng

AAAI 2025 ESEG: Event-Based Segmentation Boosted by Explicit Edge-Semantic Guidance Yucheng Zhao, Gengyu Lyu, Ke Li, Zihao Wang, Hao Chen, Zhen Yang, Yongjian Deng

ICLR 2025 Enhance Multi-View Classification Through Multi-Scale Alignment and Expanded Boundary Yuena Lin, Yiyuan Wang, Gengyu Lyu, Yongjian Deng, Haichun Cai, Huibin Lin, Haobo Wang, Zhen Yang

AAAI 2025 Graph Consistency and Diversity Measurement for Federated Multi-View Clustering Bohang Sun, Yongjian Deng, Yuena Lin, Qiuru Hai, Zhen Yang, Gengyu Lyu

AAAI 2025 Know Where You Are from: Event-Based Segmentation via Spatio-Temporal Propagation Ke Li, Gengyu Lyu, Hao Chen, Bochen Xie, Zhen Yang, Youfu Li, Yongjian Deng

AAAI 2025 LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation Mushui Liu, Yuhang Ma, Zhen Yang, Jun Dan, Yunlong Yu, Zeng Zhao, Zhipeng Hu, Bai Liu, Changjie Fan

ICLR 2025 MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-Tuning Haotian Zhang, Mingfei Gao, Zhe Gan, Philipp Dufter, Nina Wenzel, Forrest Huang, Dhruti Shah, Xianzhi Du, Bowen Zhang, Yanghao Li, Sam Dodge, Keen You, Zhen Yang, Aleksei Timofeev, Mingze Xu, Hong-You Chen, Jean-Philippe Fauconnier, Zhengfeng Lai, Haoxuan You, Zirui Wang, Afshin Dehghan, Peter Grasch, Yinfei Yang

AAAI 2025 MSV-PCT: Multi-Sparse-View Enhanced Transformer Framework for Salient Object Detection in Point Clouds Zihao Wang, Yiming Huang, Gengyu Lyu, Yucheng Zhao, Ziyu Zhou, Bochen Xie, Zhen Yang, Yongjian Deng

ICML 2025 Mitigating Local Cohesion and Global Sparseness in Graph Contrastive Learning with Fuzzy Boundaries Yuena Lin, Haichun Cai, Jun-Yi Hang, Haobo Wang, Zhen Yang, Gengyu Lyu

AAAI 2025 Multi-View Multi-Label Classification via View-Label Matching Selection Hao Wei, Yongjian Deng, Qiuru Hai, Yuena Lin, Zhen Yang, Gengyu Lyu

ICML 2025 Scaling Laws for Floating–Point Quantization Training Xingwu Sun, Shuaipeng Li, Ruobing Xie, Weidong Han, Kan Wu, Zhen Yang, Yixing Li, An Wang, Shuai Li, Jinbao Xue, Yu Cheng, Yangyu Tao, Zhanhui Kang, Cheng-Zhong Xu, Di Wang, Jie Jiang

CVPR 2025 Separation of Powers: On Segregating Knowledge from Observation in LLM-Enabled Knowledge-Based Visual Question Answering Zhen Yang, Zhuo Tao, Qi Chen, Liang Li, Yuankai Qi, Anton van den Hengel, Qingming Huang

ICML 2025 Tensorized Multi-View Multi-Label Classification via Laplace Tensor Rank Qiyu Zhong, Yi Shan, Haobo Wang, Zhen Yang, Gengyu Lyu

AAAI 2025 Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension Chenxu Wang, Ping Jian, Zhen Yang

ICLR 2025 Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-Based TableQA Zhen Yang, Ziwei Du, Minghan Zhang, Wei Du, Jie Chen, Zhen Duan, Shu Zhao

ICML 2025 Trustworthy Machine Learning Through Data-Specific Indistinguishability Hanshen Xiao, Zhen Yang, G. Edward Suh

IJCAI 2024 Common-Individual Semantic Fusion for Multi-View Multi-Label Learning Gengyu Lyu, Weiqi Kang, Haobo Wang, Zheng Li, Zhen Yang, Songhe Feng

ECCV 2024 FreeCompose: Generic Zero-Shot Image Composition with Diffusion Prior Zhekai Chen, Wen Wang, Zhen Yang, Zeqing Yuan, Hao Chen, Chunhua Shen

CVPR 2024 FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition Ganggui Ding, Canyu Zhao, Wen Wang, Zhen Yang, Zide Liu, Hao Chen, Chunhua Shen

ICLR 2024 Object-Aware Inversion and Reassembly for Image Editing Zhen Yang, Ganggui Ding, Wen Wang, Hao Chen, Bohan Zhuang, Chunhua Shen

IJCAI 2024 SDformer: Transformer with Spectral Filter and Dynamic Attention for Multivariate Time Series Long-Term Forecasting Ziyu Zhou, Gengyu Lyu, Yiming Huang, Zihao Wang, Ziyu Jia, Zhen Yang

AAAI 2024 TriSampler: A Better Negative Sampling Principle for Dense Retrieval Zhen Yang, Zhou Shao, Yuxiao Dong, Jie Tang

CVPR 2024 Video Frame Interpolation via Direct Synthesis with the Event-Based Reference Yuhan Liu, Yongjian Deng, Hao Chen, Zhen Yang

CVPR 2023 CLIP2: Contrastive Language-Image-Point Pretraining from Real-World Point Cloud Data Yihan Zeng, Chenhan Jiang, Jiageng Mao, Jianhua Han, Chaoqiang Ye, Qingqiu Huang, Dit-Yan Yeung, Zhen Yang, Xiaodan Liang, Hang Xu

CVPR 2023 Towards Domain Generalization for Multi-View 3D Object Detection in Bird-Eye-View Shuo Wang, Xinhai Zhao, Hai-Ming Xu, Zehui Chen, Dameng Yu, Jiahao Chang, Zhen Yang, Feng Zhao

ICCV 2023 ViLTA: Enhancing Vision-Language Pre-Training Through Textual Augmentation Weihan Wang, Zhen Yang, Bin Xu, Juanzi Li, Yankui Sun

CVPRW 2022 An Empirical Study of Data-Free Quantization's Tuning Robustness Hong Chen, Yuxuan Wen, Yifu Ding, Zhen Yang, Yufei Guo, Haotong Qin

AAAI 2022 Laneformer: Object-Aware Row-Column Transformers for Lane Detection Jianhua Han, Xiajun Deng, Xinyue Cai, Zhen Yang, Hang Xu, Chunjing Xu, Xiaodan Liang

CVPR 2022 ONCE-3DLanes: Building Monocular 3D Lane Detection Fan Yan, Ming Nie, Xinyue Cai, Jianhua Han, Hang Xu, Zhen Yang, Chaoqiang Ye, Yanwei Fu, Michael Bi Mi, Li Zhang

NeurIPS 2022 Semi-Supervised Semantic Segmentation with Prototype-Based Consistency Regularization Haiming Xu, Lingqiao Liu, Qiuchen Bian, Zhen Yang

AAAI 2022 Silence or Outbreak - A Real-Time Emergent Topic Identification System (RealTIS) for Social Media Ning Lu, Zhen Yang, Jian Huang, Yaxi Wu, Hesong Wang

ICCV 2021 Active Learning for Lane Detection: A Knowledge Distillation Approach Fengchao Peng, Chao Wang, Jianzhuang Liu, Zhen Yang

CVPR 2021 Bi-GCN: Binary Graph Convolutional Network Junfu Wang, Yunhong Wang, Zhen Yang, Liang Yang, Yuanfang Guo

CVPR 2021 Focus on Local: Detecting Lane Marker from Bottom up via Key Point Zhan Qu, Huan Jin, Yang Zhou, Zhen Yang, Wei Zhang

NeurIPS 2021 Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-Training Zeng Yihan, Chunwei Wang, Yunbo Wang, Hang Xu, Chaoqiang Ye, Zhen Yang, Chao Ma

AAAI 2019 Adapting Translation Models for Transcript Disfluency Detection Qianqian Dong, Feng Wang, Zhen Yang, Wei Chen, Shuang Xu, Bo Xu