Zhang, Liang

57 publications

AAAI 2025 Adversarial Contrastive Graph Augmentation with Counterfactual Regularization Tao Long, Lei Zhang, Liang Zhang, Laizhong Cui

NeurIPS 2025 Beyond Last-Click: An Optimal Mechanism for Ad Attribution Nan An, Weian Li, Qi Qi, Changyuan Yu, Liang Zhang

NeurIPS 2025 Enhancing Interpretability in Deep Reinforcement Learning Through Semantic Clustering Liang Zhang, Justin Lieffers, Adarsh Pyarelal

ICML 2025 Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion Kaijun Liu, Sijie Ruan, Liang Zhang, Cheng Long, Shuliang Wang, Liang Yu

ICCV 2025 Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding Nuoye Xiong, Anqi Dong, Ning Wang, Cong Hua, Guangming Zhu, Lin Mei, Peiyi Shen, Liang Zhang

AAAI 2025 Merging Mechanisms for Ads and Organic Items in E-Commerce Platforms Nan An, Weian Li, Qi Qi, Liang Zhang

ICLR 2025 On the Crucial Role of Initialization for Matrix Factorization Bingcong Li, Liang Zhang, Aryan Mokhtari, Niao He

NeurIPS 2025 PoLAR: Polar-Decomposed Low-Rank Adapter Representation Kai Lion, Liang Zhang, Bingcong Li, Niao He

NeurIPS 2025 Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding Ye Wang, Ziheng Wang, Boshen Xu, Yang Du, Kejun Lin, Zihan Xiao, Zihao Yue, Jianzhong Ju, Liang Zhang, Dingyi Yang, Xiangnan Fang, Zewen He, Zhenbo Luo, Wenxuan Wang, Junqi Lin, Jian Luan, Qin Jin

NeurIPS 2025 Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes Using Protein Language Models Yuanxi Yu, Fan Jiang, Xinzhu Ma, Liang Zhang, Bozitao Zhong, Wanli Ouyang, Guisheng Fan, Huiqun Yu, Liang Hong, Mingchen Li

ICCV 2025 VoteSplat: Hough Voting Gaussian Splatting for 3D Scene Understanding Minchao Jiang, Shunyu Jia, Jiaming Gu, Xiaoyuan Lu, Guangming Zhu, Anqi Dong, Liang Zhang

NeurIPS 2025 Zeroth-Order Optimization Finds Flat Minima Liang Zhang, Bingcong Li, Kiran Koshy Thekumparampil, Sewoong Oh, Michael Muehlebach, Niao He

ICMLW 2024 A Hessian-Aware Stochastic Differential Equation for Modelling SGD Xiang Li, Zebang Shen, Liang Zhang, Niao He

ICLR 2024 Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural Networks Kesen Zhao, Liang Zhang

AAAI 2024 Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment Rui Zhao, Liang Zhang, Biao Fu, Cong Hu, Jinsong Su, Yidong Chen

ICML 2024 DPZero: Private Fine-Tuning of Language Models Without Backpropagation Liang Zhang, Bingcong Li, Kiran Koshy Thekumparampil, Sewoong Oh, Niao He

ECCV 2024 DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition Qi Wang, Zhou Xu, Yuming Lin, Jingtao Ye, Hongsheng Li, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Liang Zhang

AAAI 2024 Enhance Sketch Recognition's Explainability via Semantic Component-Level Parsing Guangming Zhu, Siyuan Wang, Tianci Wu, Liang Zhang

AISTATS 2024 Generalization Bounds of Nonconvex-(Strongly)-Concave Stochastic Minimax Optimization Siqi Zhang, Yifan Hu, Liang Zhang, Niao He

NeurIPS 2024 Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems Bingcong Li, Liang Zhang, Niao He

ICMLW 2024 Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems Bingcong Li, Liang Zhang, Niao He

CVPRW 2024 Is Our Continual Learner Reliable? Investigating Its Decision Attribution Stability Through SHAP Value Consistency Yusong Cai, Shimou Ling, Liang Zhang, Lili Pan, Hongliang Li

CVPR 2024 Language Model Guided Interpretable Video Action Reasoning Ning Wang, Guangming Zhu, Hs Li, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun

NeurIPSW 2024 Learning Temperature-Aware Representations from Millions of Annotated Protein Sequences Mingchen Li, Liang Zhang, Zilan Wang, Bozitao Zhong, Pan Tan, Jiabei Cheng, Bingxin Zhou, Liang Hong, Huiqun Yu

WACV 2024 MobileNVC: Real-Time 1080p Neural Video Compression on a Mobile Device Ties van Rozendaal, Tushar Singhal, Hoang Le, Guillaume Sautiere, Amir Said, Krishna Buska, Anjuman Raha, Dimitris Kalatzis, Hitarth Mehta, Frank Mayer, Liang Zhang, Markus Nagel, Auke Wiggers

NeurIPSW 2024 On the Crucial Role of Initialization for Matrix Factorization Bingcong Li, Liang Zhang, Aryan Mokhtari, Niao He

CVPR 2023 3D Spatial Multimodal Knowledge Accumulation for Scene Graph Prediction in Point Cloud Mingtao Feng, Haoran Hou, Liang Zhang, Zijie Wu, Yulan Guo, Ajmal Mian

AAAI 2023 Accommodating Audio Modality in CLIP for Multimodal Processing Ludan Ruan, Anwen Hu, Yuqing Song, Liang Zhang, Sipeng Zheng, Qin Jin

NeurIPSW 2023 DPZero: Dimension-Independent and Differentially Private Zeroth-Order Optimization Liang Zhang, Kiran Koshy Thekumparampil, Sewoong Oh, Niao He

IJCAI 2023 Efficient Sign Language Translation with a Curriculum-Based Non-Autoregressive Decoder Pei Yu, Liang Zhang, Biao Fu, Yidong Chen

ICCV 2023 Explore and Tell: Embodied Visual Captioning in 3D Environments Anwen Hu, Shizhe Chen, Liang Zhang, Qin Jin

IJCAI 2023 Exploring Effective Inter-Encoder Semantic Interaction for Document-Level Relation Extraction Liang Zhang, Zijun Min, Jinsong Su, Pei Yu, Ante Wang, Yidong Chen

AAAI 2023 Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction Liang Zhang, Jinsong Su, Zijun Min, Zhongjian Miao, Qingguo Hu, Biao Fu, Xiaodong Shi, Yidong Chen

ICCV 2023 FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation Tianyi Shi, Xiaohuan Ding, Liang Zhang, Xin Yang

NeurIPS 2023 Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood Estimation Zihao Yue, Anwen Hu, Liang Zhang, Qin Jin

ECML-PKDD 2023 Leveraging Queue Length and Attention Mechanisms for Enhanced Traffic Signal Control Optimization Liang Zhang, Shubin Xie, Jianming Deng

AAAI 2023 MPMQA: Multimodal Question Answering on Product Manuals Liang Zhang, Anwen Hu, Jing Zhang, Shuo Hu, Qin Jin

NeurIPS 2023 Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization Liang Zhang, Junchi Yang, Amin Karbasi, Niao He

ICCV 2023 TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models Liang Zhang, Nathaniel Xu, Pengfei Yang, Gaojie Jin, Cheng-Chao Huang, Lijun Zhang

NeurIPS 2023 UE4-NeRF:Neural Radiance Field for Real-Time Rendering of Large-Scale Scene Jiaming Gu, Minchao Jiang, Hongsheng Li, Xiaoyuan Lu, Guangming Zhu, Syed Afaq Ali Shah, Liang Zhang, Mohammed Bennamoun

NeurIPS 2022 Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization Liang Zhang, Kiran K Thekumparampil, Sewoong Oh, Niao He

ICML 2022 Expression Might Be Enough: Representing Pressure and Demand for Reinforcement Learning Based Traffic Signal Control Liang Zhang, Qiang Wu, Jun Shen, Linyuan Lü, Bo Du, Jianqing Wu

IJCAI 2022 FOGS: First-Order Gradient Supervision with Learning-Based Graph for Traffic Flow Forecasting Xuan Rao, Hao Wang, Liang Zhang, Jing Li, Shuo Shang, Peng Han

CVPR 2022 Learning from Pixel-Level Noisy Label: A New Perspective for Light Field Saliency Detection Mingtao Feng, Kendong Liu, Liang Zhang, Hongshan Yu, Yaonan Wang, Ajmal Mian

NeurIPS 2022 Multi-Lingual Acquisition on Multimodal Pre-Training for Cross-Modal Retrieval Liang Zhang, Anwen Hu, Qin Jin

NeurIPSW 2022 Uniform Convergence and Generalization for Nonconvex Stochastic Minimax Problems Siqi Zhang, Yifan Hu, Liang Zhang, Niao He

ICCV 2021 Free-Form Description Guided 3D Visual Graph Network for Object Grounding in Point Cloud Mingtao Feng, Zhen Li, Qi Li, Liang Zhang, XiangDong Zhang, Guangming Zhu, Hui Zhang, Yaonan Wang, Ajmal Mian

ICCV 2021 Real-Time Vanishing Point Detector Integrating Under-Parameterized RANSAC and Hough Transform Jianping Wu, Liang Zhang, Ye Liu, Ke Chen

IJCAI 2020 An Attention-Based Model for Conversion Rate Prediction with Delayed Feedback via Post-Click Calibration Yumin Su, Liang Zhang, Quanyu Dai, Bo Zhang, Jinyao Yan, Dan Wang, Yongjun Bao, Sulong Xu, Yang He, Weipeng Yan

NeurIPS 2020 How Does Weight Correlation Affect Generalisation Ability of Deep Neural Networks? Gaojie Jin, Xinping Yi, Liang Zhang, Lijun Zhang, Sven Schewe, Xiaowei Huang

IJCAI 2019 GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks Ziyao Li, Liang Zhang, Guojie Song

AAAI 2019 SepNE: Bringing Separability to Network Embedding Ziyao Li, Liang Zhang, Guojie Song

NeurIPS 2018 Attention in Convolutional LSTM for Gesture Recognition Liang Zhang, Guangming Zhu, Lin Mei, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun

IJCAI 2017 Adaptively Unified Semi-Supervised Learning for Cross-Modal Retrieval Liang Zhang, Bingpeng Ma, Jianfeng He, Guorong Li, Qingming Huang, Qi Tian

ICCVW 2017 Learning Spatiotemporal Features Using 3DCNN and Convolutional LSTM for Gesture Recognition Liang Zhang, Guangming Zhu, Peiyi Shen, Juan Song

AAAI 2011 Online Updating the Generalized Inverse of Centered Matrices Qing Wang, Liang Zhang

NeurIPS 2008 Fast Computation of Posterior Mode in Multi-Level Hierarchical Models Liang Zhang, Deepak Agarwal