Zheng, Liang

72 publications

CVPR 2025 Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-Step Preference Optimization Zhanhao Liang, Yuhui Yuan, Shuyang Gu, Bohan Chen, Tiankai Hang, Mingxi Cheng, Ji Li, Liang Zheng

ICML 2025 Can We Predict Performance of Large Models Across Vision-Language Tasks? Qinyu Zhao, Ming Xu, Kartik Gupta, Akshay Asthana, Liang Zheng, Stephen Gould

IJCAI 2025 DDPA-3DVG: Vision-Language Dual-Decoupling and Progressive Alignment for 3D Visual Grounding Hongjie Gu, Jinlong Fan, Liang Zheng, Jing Zhang, Yuxiang Yang

ICCV 2025 Effective Training Data Synthesis for Improving MLLM Chart Understanding Yuwei Yang, Zeyu Zhang, Yunzhong Hou, Zhuowan Li, Gaowen Liu, Ali Payani, Yuan-Sen Ting, Liang Zheng

NeurIPS 2025 JavisGPT: A Unified Multi-Modal LLM for Sounding-Video Comprehension and Generation Kai Liu, Jungang Li, Yuchong Sun, Shengqiong Wu, Jianzhang Gao, Daoan Zhang, Wei Zhang, Sheng Jin, Sicheng Yu, Geng Zhan, Jiayi Ji, Fan Zhou, Liang Zheng, Shuicheng Yan, Hao Fei, Tat-Seng Chua

ICCV 2025 REPA-E: Unlocking VAE for End-to-End Tuning of Latent Diffusion Transformers Xingjian Leng, Jaskirat Singh, Yunzhong Hou, Zhenchang Xing, Saining Xie, Liang Zheng

ICLRW 2025 Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization Yuchi Liu, Jaskirat Singh, Gaowen Liu, Ali Payani, Liang Zheng

ICLR 2025 Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors Haiyu Wu, Jaskirat Singh, Sicong Tian, Liang Zheng, Kevin Bowyer

CoRL 2024 Adapting Humanoid Locomotion over Challenging Terrain via Two-Phase Training Wenhao Cui, Shengtao Li, Huaxing Huang, Bangyu Qin, Tianchu Zhang, Hanjincha Hanjinchao, Liang Zheng, Ziyang Tang, Chenxu Hu, Ning Yan, Jiahao Chen, Zheyuan Jiang

ECCV 2024 Adaptive Multi-Head Contrastive Learning Lei Wang, Piotr Koniusz, Tom Gedeon, Liang Zheng

ICLR 2024 Alice Benchmarks: Connecting Real World Re-Identification with the Synthetic Xiaoxiao Sun, Yue Yao, Shengjin Wang, Hongdong Li, Liang Zheng

ICLR 2024 Bounding Box Stability Against Feature Dropout Reflects Detector Generalization Across Environments Yang Yang, Wenhai Wang, Zhe Chen, Jifeng Dai, Liang Zheng

ICLR 2024 CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis Xiaoxiao Sun, Xingjian Leng, Zijian Wang, Yang Yang, Zi Huang, Liang Zheng

CVPR 2024 Learning to Select Views for Efficient Multi-View Understanding Yunzhong Hou, Stephen Gould, Liang Zheng

CVPR 2024 SmartMask: Context Aware High-Fidelity Mask Generation for Fine-Grained Object Insertion and Layout Control Jaskirat Singh, Jianming Zhang, Qing Liu, Cameron Smith, Zhe Lin, Liang Zheng

ICML 2024 Taylor Videos for Action Recognition Lei Wang, Xiuyuan Yuan, Tom Gedeon, Liang Zheng

CVPRW 2024 The 8th AI City Challenge Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Pranamesh Chakraborty, Sanjita Prajapati, Quan Kong, Norimasa Kobori, Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Fady Alnajjar, Ganzorig Batnasan, Ping-Yang Chen, Jun-Wei Hsieh, Xunlei Wu, Sameer Satish Pusegaonkar, Yizhou Wang, Sujit Biswas, Rama Chellappa

ECCV 2024 The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models? Qinyu Zhao, Ming Xu, Kartik Gupta, Akshay Asthana, Liang Zheng, Stephen Gould

ICLR 2024 Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection Qinyu Zhao, Ming Xu, Kartik Gupta, Akshay Asthana, Liang Zheng, Stephen Gould

ECCV 2024 Training a Small Emotional Vision Language Model for Visual Art Comprehension Jing Zhang, Liang Zheng, Meng Wang, Dan Guo

TMLR 2024 What Does SoftMax Probability Tell Us About Classifiers Ranking Across Diverse Test Conditions? Weijie Tu, Weijian Deng, Liang Zheng, Tom Gedeon

CVPR 2023 A Bag-of-Prototypes Representation for Dataset-Level Applications Weijie Tu, Weijian Deng, Tom Gedeon, Liang Zheng

ICCV 2023 Adaptive Calibrator Ensemble: Navigating Test Set Difficulty in Out-of-Distribution Scenarios Yuli Zou, Weijian Deng, Liang Zheng

ICLR 2023 CircNet: Meshing 3D Point Clouds with Circumcenter Detection Huan Lei, Ruitao Leng, Liang Zheng, Hongdong Li

ICML 2023 Confidence and Dispersity Speak: Characterizing Prediction Matrix for Unsupervised Accuracy Estimation Weijian Deng, Yumin Suh, Stephen Gould, Liang Zheng

NeurIPS 2023 Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback Jaskirat Singh, Liang Zheng

CVPR 2023 High-Fidelity Guided Image Synthesis with Latent Diffusion Models Jaskirat Singh, Stephen Gould, Liang Zheng

ICCV 2023 How Far Pre-Trained Models Are from Neural Collapse on the Target Dataset Informs Their Transferability Zijian Wang, Yadan Luo, Liang Zheng, Zi Huang, Mahsa Baktashmotlagh

CVPR 2023 Large-Scale Training Data Search for Object Re-Identification Yue Yao, Tom Gedeon, Liang Zheng

NeurIPS 2023 Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception? Xiaoxiao Sun, Nidham Gazagnadou, Vivek Sharma, Lingjuan Lyu, Hongdong Li, Liang Zheng

WACV 2023 Split to Learn: Gradient Split for Multi-Task Human Image Analysis Weijian Deng, Yumin Suh, Xiang Yu, Masoud Faraki, Liang Zheng, Manmohan Chandraker

CVPRW 2023 The 7th AI City Challenge Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff, Pranamesh Chakraborty, Sanjita Prajapati, Alice Li, Shangru Li, Krishna Kunadharaju, Shenxin Jiang, Rama Chellappa

ECCV 2022 How to Synthesize a Large-Scale and Trainable Micro-Expression Dataset? Yuchi Liu, Zhongdao Wang, Tom Gedeon, Liang Zheng

ECCV 2022 Intelli-Paint: Towards Developing More Human-Intelligible Painting Agents Jaskirat Singh, Cameron Smith, Jose Echevarria, Liang Zheng

NeurIPS 2022 On the Strong Correlation Between Model Invariance and Generalization Weijian Deng, Stephen Gould, Liang Zheng

ECCV 2022 Paint2Pix: Interactive Painting Based Progressive Image Synthesis and Editing Jaskirat Singh, Liang Zheng, Cameron Smith, Jose Echevarria

CVPRW 2022 The 6th AI City Challenge Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Archana Venkatachalapathy, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff, Pranamesh Chakraborty, Alice Li, Shangru Li, Rama Chellappa

CVPR 2021 Are Labels Always Necessary for Classifier Accuracy Evaluation? Weijian Deng, Liang Zheng

CVPR 2021 Combining Semantic Guidance and Deep Reinforcement Learning for Generating Human Level Paintings Jaskirat Singh, Liang Zheng

CVPR 2021 Positive Sample Propagation Along the Audio-Visual Event Line Jinxing Zhou, Liang Zheng, Yiran Zhong, Shijie Hao, Meng Wang

ICCV 2021 Ranking Models in Unlabeled New Environments Xiaoxiao Sun, Yunzhong Hou, Weijian Deng, Hongdong Li, Liang Zheng

CVPRW 2021 The 5th AI City Challenge Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Yue Yao, Liang Zheng, Pranamesh Chakraborty, Christian E. López, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff

ICLR 2021 VTNet: Visual Transformer Network for Object Goal Navigation Heming Du, Xin Yu, Liang Zheng

CVPR 2021 Visualizing Adapted Knowledge in Domain Transfer Yunzhong Hou, Liang Zheng

ICML 2021 What Does Rotation Prediction Tell Us About Classifier Accuracy Under Varying Testing Environments? Weijian Deng, Stephen Gould, Liang Zheng

ECCV 2020 CycAs: Self-Supervised Cycle Association for Learning Re-Identifiable Descriptions Zhongdao Wang, Jingwei Zhang, Liang Zheng, Yixuan Liu, Yifan Sun, Yali Li, Shengjin Wang

CVPRW 2020 GradNet Image Denoising Yang Liu, Saeed Anwar, Liang Zheng, Qi Tian

ECCV 2020 Learning Object Relation Graph and Tentative Policy for Visual Navigation Heming Du, Xin Yu, Liang Zheng

ECCV 2020 Multiview Detection with Feature Perspective Transformation Yunzhong Hou, Liang Zheng, Stephen Gould

AAAI 2020 Random Erasing Data Augmentation Zhun Zhong, Liang Zheng, Guoliang Kang, Shaozi Li, Yi Yang

ECCV 2020 Simulating Content Consistent Vehicle Datasets with Attribute Descent Yue Yao, Liang Zheng, Xiaodong Yang, Milind Naphade, Tom Gedeon

CVPRW 2020 The 4th AI City Challenge Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Liang Zheng, Anuj Sharma, Rama Chellappa, Pranamesh Chakraborty

ECCV 2020 Towards Real-Time Multi-Object Tracking Zhongdao Wang, Liang Zheng, Yixuan Liu, Yali Li, Shengjin Wang

AAAI 2019 A Bottom-up Clustering Approach to Unsupervised Person Re-Identification Yutian Lin, Xuanyi Dong, Liang Zheng, Yan Yan, Yi Yang

CVPRW 2019 A Locality Aware City-Scale Multi-Camera Vehicle Tracking System Yunzhong Hou, Heming Du, Liang Zheng

CVPRW 2019 Vehicle Re-Identification with Location and Time Stamps Kai Lv, Heming Du, Yunzhong Hou, Weijian Deng, Hao Sheng, Jianbin Jiao, Liang Zheng

ECCV 2018 Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline) Yifan Sun, Liang Zheng, Yi Yang, Qi Tian, Shengjin Wang

ECCV 2018 Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: The Benefit of Target Expectation Maximization Guoliang Kang, Liang Zheng, Yan Yan, Yi Yang

ECCV 2018 Generalizing a Person Retrieval Model Hetero- and Homogeneously Zhun Zhong, Liang Zheng, Shaozi Li, Yi Yang

ECCV 2018 Macro-Micro Adversarial Network for Human Parsing Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang

ICCV 2017 Dynamic Label Graph Matching for Unsupervised Video Re-Identification Mang Ye, Andy J. Ma, Liang Zheng, Jiawei Li, Pong C. Yuen

CVPR 2017 Person Re-Identification in the Wild Liang Zheng, Hengheng Zhang, Shaoyan Sun, Manmohan Chandraker, Yi Yang, Qi Tian

CVPR 2017 Re-Ranking Person Re-Identification with K-Reciprocal Encoding Zhun Zhong, Liang Zheng, Donglin Cao, Shaozi Li

ICCV 2017 SVDNet for Pedestrian Retrieval Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang

ICCV 2017 Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro Zhedong Zheng, Liang Zheng, Yi Yang

CVPR 2016 InterActive: Inter-Layer Activeness Propagation Lingxi Xie, Liang Zheng, Jingdong Wang, Alan L. Yuille, Qi Tian

ECCV 2016 MARS: A Video Benchmark for Large-Scale Person Re-Identification Liang Zheng, Zhi Bie, Yifan Sun, Jingdong Wang, Chi Su, Shengjin Wang, Qi Tian

CVPR 2015 Query-Adaptive Late Fusion for Image Search and Person Re-Identification Liang Zheng, Shengjin Wang, Lu Tian, Fei He, Ziqiong Liu, Qi Tian

ICCV 2015 Scalable Person Re-Identification: A Benchmark Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jingdong Wang, Qi Tian

CVPR 2014 Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval Liang Zheng, Shengjin Wang, Wengang Zhou, Qi Tian

CVPR 2014 Packing and Padding: Coupled Multi-Index for Accurate Image Retrieval Liang Zheng, Shengjin Wang, Ziqiong Liu, Qi Tian

CVPR 2013 Lp-Norm IDF for Large Scale Image Search Liang Zheng, Shengjin Wang, Ziqiong Liu, Qi Tian