Zhang, Jianguo

40 publications

TMLR 2026 SpikingMamba: Towards Energy-Efficient Large Language Models via Knowledge Distillation from Mamba Yulong Huang, Jianxiong Tang, Chao Wang, Ziyi Wang, Jianguo Zhang, Zhichao Lu, Bojun Cheng, Luziwei Leng

NeurIPS 2025 APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay Akshara Prabhakar, Zuxin Liu, Ming Zhu, Jianguo Zhang, Tulika Manoj Awalgaonkar, Shiyu Wang, Zhiwei Liu, Haolin Chen, Thai Quoc Hoang, Juan Carlos Niebles, Shelby Heinecke, Weiran Yao, Huan Wang, Silvio Savarese, Caiming Xiong

ICLR 2025 Bridging the Data Provenance Gap Across Text, Speech, and Video Shayne Longpre, Nikhil Singh, Manuel Cherep, Kushagra Tiwary, Joanna Materzynska, William Brannon, Robert Mahari, Naana Obeng-Marnu, Manan Dey, Mohammed Hamdy, Nayan Saxena, Ahmad Mustafa Anis, Emad A. Alghamdi, Vu Minh Chien, Da Yin, Kun Qian, Yizhi Li, Minnie Liang, An Dinh, Shrestha Mohanty, Deividas Mataciunas, Tobin South, Jianguo Zhang, Ariel N. Lee, Campbell S. Lund, Christopher Klamm, Damien Sileo, Diganta Misra, Enrico Shippole, Kevin Klyman, Lester James Validad Miranda, Niklas Muennighoff, Seonghyeon Ye, Seungone Kim, Vipul Gupta, Vivek Sharma, Xuhui Zhou, Caiming Xiong, Luis Villa, Stella Biderman, Alex Pentland, Sara Hooker, Jad Kabbara

AAAI 2025 Enhancing Low-Light Images: A Synthetic Data Perspective on Practical and Generalizable Solutions Yu Long, Qinghua Lin, Zhihua Wang, Kai Zhang, Jianguo Zhang, Yuming Fang

ICML 2025 Learning to Quantize for Training Vector-Quantized Networks Peijia Qin, Jianguo Zhang

ICML 2025 Open-Det: An Efficient Learning Framework for Open-Ended Detection Guiping Cao, Tao Wang, Wenjian Huang, Xiangyuan Lan, Jianguo Zhang, Dongmei Jiang

ICCV 2025 ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations Tianming Liang, Kun-Yu Lin, Chaolei Tan, Jianguo Zhang, Wei-Shi Zheng, Jian-Fang Hu

AAAI 2025 SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models Shuaijie Shen, Chao Wang, Renzhuo Huang, Yan Zhong, Qinghai Guo, Zhichao Lu, Jianguo Zhang, Luziwei Leng

ICLRW 2025 TACO: Learning Multi-Modal Models to Reason and Act with Synthetic Chains-of-Thought-and-Action Zixian Ma, Jianguo Zhang, Zhiwei Liu, Jieyu Zhang, Juntao Tan, Manli Shu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Caiming Xiong, Ranjay Krishna, Silvio Savarese

ICLRW 2025 ToolScan: A Benchmark for Characterizing Errors in Tool-Use LLMs Shirley Kokane, Ming Zhu, Tulika Manoj Awalgaonkar, Jianguo Zhang, Akshara Prabhakar, Thai Quoc Hoang, Zuxin Liu, R N Rithesh, Liangwei Yang, Weiran Yao, Juntao Tan, Zhiwei Liu, Huan Wang, Juan Carlos Niebles, Shelby Heinecke, Caiming Xiong, Silvio Savarese

ICCV 2025 Unsupervised Part Discovery via Descriptor-Based Masked Image Restoration with Optimized Constraints Jiahao Xia, Yike Wu, Wenjian Huang, Jianguo Zhang, Jian Zhang

NeurIPS 2024 APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets Zuxin Liu, Thai Hoang, Jianguo Zhang, Ming Zhu, Tian Lan, Shirley Kokane, Juntao Tan, Weiran Yao, Zhiwei Liu, Yihao Feng, Rithesh Murthy, Liangwei Yang, Silvio Savarese, Juan Carlos Niebles, Huan Wang, Shelby Heinecke, Caiming Xiong

ICLRW 2024 Bolaa: Benchmarking and Orchestrating LLM Autonomous Agents Zhiwei Liu, Weiran Yao, Jianguo Zhang, Le Xue, Shelby Heinecke, R N Rithesh, Yihao Feng, Zeyuan Chen, Juan Carlos Niebles, Devansh Arpit, Ran Xu, Phil L Mui, Huan Wang, Caiming Xiong, Silvio Savarese

NeurIPS 2024 Consent in Crisis: The Rapid Decline of the AI Data Commons Shayne Longpre, Robert Mahari, Ariel Lee, Campbell Lund, Hamidah Oderinwale, William Brannon, Nayan Saxena, Naana Obeng-Marnu, Tobin South, Cole Hunter, Kevin Klyman, Christopher Klamm, Hailey Schoelkopf, Nikhil Singh, Manuel Cherep, Ahmad Mustafa Anis, An Dinh, Caroline Chitongo, Da Yin, Damien Sileo, Deividas Mataciunas, Diganta Misra, Emad Alghamdi, Enrico Shippole, Jianguo Zhang, Joanna Materzynska, Kun Qian, Kush Tiwary, Lester Miranda, Manan Dey, Minnie Liang, Mohammed Hamdy, Niklas Muennighoff, Seonghyeon Ye, Seungone Kim, Shrestha Mohanty, Vipul Gupta, Vivek Sharma, Vu Minh Chien, Xuhui Zhou, Yizhi Li, Caiming Xiong, Luis Villa, Stella Biderman, Hanlin Li, Daphne Ippolito, Sara Hooker, Jad Kabbara, Sandy Pentland

AAAI 2024 Gradient-Guided Modality Decoupling for Missing-Modality Robustness Hao Wang, Shengda Luo, Guosheng Hu, Jianguo Zhang

IJCAI 2024 MLP-DINO: Category Modeling and Query Graphing with Deep MLP for Object Detection Guiping Cao, Wenjian Huang, Xiangyuan Lan, Jianguo Zhang, Dongmei Jiang, Yaowei Wang

ICLR 2024 Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization Weiran Yao, Shelby Heinecke, Juan Carlos Niebles, Zhiwei Liu, Yihao Feng, Le Xue, R N Rithesh, Zeyuan Chen, Jianguo Zhang, Devansh Arpit, Ran Xu, Phil L Mui, Huan Wang, Caiming Xiong, Silvio Savarese

ICLRW 2024 The Agent Ohana: Designing Unified Data and Training Pipeline for Effective Agent Learning Jianguo Zhang, Tian Lan, R N Rithesh, Zhiwei Liu, Weiran Yao, Juntao Tan, Thai Quoc Hoang, Liangwei Yang, Yihao Feng, Zuxin Liu, Ming Zhu, Tulika Manoj Awalgaonkar, Juan Carlos Niebles, Silvio Savarese, Shelby Heinecke, Huan Wang, Caiming Xiong

ICML 2024 Using Left and Right Brains Together: Towards Vision and Language Planning Jun Cen, Chenfei Wu, Xiao Liu, Shengming Yin, Yixuan Pei, Jinglong Yang, Qifeng Chen, Nan Duan, Jianguo Zhang

ICCV 2023 Cross Contrasting Feature Perturbation for Domain Generalization Chenming Li, Daoan Zhang, Wenjian Huang, Jianguo Zhang

ICLR 2023 Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-Oriented Dialogue Systems Yihao Feng, Shentao Yang, Shujian Zhang, Jianguo Zhang, Caiming Xiong, Mingyuan Zhou, Huan Wang

CVPR 2023 Feature Alignment and Uniformity for Test Time Adaptation Shuai Wang, Daoan Zhang, Zipei Yan, Jianguo Zhang, Rui Li

AAAI 2023 Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation Daoan Zhang, Chenming Li, Haoquan Li, Wenjian Huang, Lingyun Huang, Jianguo Zhang

ICCV 2023 Strip-MLP: Efficient Token Interaction for Vision MLP Guiping Cao, Shengda Luo, Wenjian Huang, Xiangyuan Lan, Dongmei Jiang, Yaowei Wang, Jianguo Zhang

NeurIPS 2022 Density-Driven Regularization for Out-of-Distribution Detection Wenjian Huang, Hao Wang, Jiahao Xia, Chengyan Wang, Jianguo Zhang

NeurIPS 2022 Differentiable Hierarchical and Surrogate Gradient Search for Spiking Neural Networks Kaiwei Che, Luziwei Leng, Kaixuan Zhang, Jianguo Zhang, Qinghu Meng, Jie Cheng, Qinghai Guo, Jianxing Liao

CVPR 2022 Discrete Time Convolution for Fast Event-Based Stereo Kaixuan Zhang, Kaiwei Che, Jianguo Zhang, Jie Cheng, Ziyang Zhang, Qinghai Guo, Luziwei Leng

NeurIPSW 2022 Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-Oriented Dialogue Systems Yihao Feng, Shentao Yang, Shujian Zhang, Jianguo Zhang, Caiming Xiong, Mingyuan Zhou, Huan Wang

CVPR 2022 Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning Jiahao Xia, Weiwei Qu, Wenjian Huang, Jianguo Zhang, Xi Wang, Min Xu

ECCV 2022 TransVLAD: Focusing on Locally Aggregated Descriptors for Few-Shot Learning Haoquan Li, Laoming Zhang, Daoan Zhang, Lang Fu, Peng Yang, Jianguo Zhang

CVPR 2021 Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction from Raw Point Clouds Wenbin Zhao, Jiabao Lei, Yuxin Wen, Jianguo Zhang, Kui Jia

ECCV 2018 Deep Bilinear Learning for RGB-D Action Recognition Jian-Fang Hu, Wei-Shi Zheng, Jiahui Pan, Jianhuang Lai, Jianguo Zhang

AAAI 2017 A Multi-Task Deep Network for Person Re-Identification Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang

CVPR 2017 Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang

ICCVW 2017 Finding Time Together: Detection and Classification of Focused Interaction in Egocentric Video Sophia Bano, Jianguo Zhang, Stephen J. McKenna

CVPR 2015 Jointly Learning Heterogeneous Features for RGB-D Activity Recognition Jian-Fang Hu, Wei-Shi Zheng, Jianhuang Lai, Jianguo Zhang

ECCVW 2014 Human Action Recognition by Random Features and Hand-Crafted Features: A Comparative Study Haocheng Shen, Jianguo Zhang, Hui Zhang

ICCVW 2009 Full Body Image Feature Representations for Gender Profiling Matthew Collins, Jianguo Zhang, Paul Miller, Hongbin Wang

CVPRW 2006 Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study Jianguo Zhang, Marcin Marszalek, Svetlana Lazebnik, Cordelia Schmid