| 2026 | ACL | SMART: Evaluating LLMs' Mathematical Reasoning via a Human Cognitive Process-Inspired Benchmark. | Yujie Hou, Mei Wang, Yaoyao Zhong, Ting Zhang, Xuetao Ma, Hua Huang |
| 2026 | ACL | Planning-Guided Tutoring with Assessment-Driven Memory for Pedagogical LLM Tutors. | Zechen Li, Qiannan Zhu, Mei Wang, Jia Li, Hua Huang |
| 2026 | SENSYS | MagTach: Non-Intrusive Long-Range Magnetic Tachometry via Harmonic-Aware Inductive Sensing. | Rahul Sidramappa Hoskeri, Hua Huang |
| 2025 | ACL | Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning. | Xuetao Ma, Wenbin Jiang, Hua Huang |
| 2025 | CVPR | Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising. | Tong Li, Lizhi Wang, Zhiyuan Xu, Lin Zhu, Wanxuan Lu, Hua Huang |
| 2025 | CVPR | Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising. | Yuchen Wang, Hongyuan Wang, Lizhi Wang, Xin Wang, Lin Zhu, Wanxuan Lu, Hua Huang |
| 2025 | EMNLP | A Survey on LLM-powered Agents for Recommender Systems. | Qiyao Peng, Hongtao Liu, Hua Huang, Jian Yang, Qing Yang, Minglai Shao |
| 2025 | EMNLP | Process-Supervised Reinforcement Learning for Code Generation. | Yufan Ye, Ting Zhang, Wenbin Jiang, Hua Huang |
| 2025 | EWSN | PULSE: Power Usage Monitoring Leveraging Sensing of Electromagnetic Field. | Rahul Sidramappa Hoskeri, Xiaoyi Lu, Hua Huang |
| 2025 | ICCV | GCRayDiffusion: Pose-Free Surface Reconstruction via Geometric Consistent Ray Diffusion. | Li-Heng Chen, Zi-Xin Zou, Chang Liu, Tianjiao Jing, Yan-Pei Cao, Shi-Sheng Huang, Hongbo Fu, Hua Huang |
| 2025 | ICCV | UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation. | Zhengyin Liang, Hui Yin, Min Liang, Qianqian Du, Ying Yang, Hua Huang |
| 2025 | ICCV | Noise-Modeled Diffusion Models for Low-Light Spike Image Restoration. | Ruonan Liu, Lin Zhu, Xijie Xiang, Lizhi Wang, Hua Huang |
| 2025 | ICCV | Zeroth-Order Fine-Tuning of LLMs in Random Subspaces. | Ziming Yu, Pan Zhou, Sike Wang, Jia Li, Mi Tian, Hua Huang |
| 2025 | ICCV | EMatch: A Unified Framework for Event-Based Optical Flow and Stereo Matching. | Pengjie Zhang, Lin Zhu, Xiao Wang, Lizhi Wang, Hua Huang |
| 2025 | ICCV | Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information. | Junbo Zhao, Ting Zhang, Jiayu Sun, Mi Tian, Hua Huang |
| 2025 | ICLR | Ada-K Routing: Boosting the Efficiency of MoE-based LLMs. | Tongtian Yue, Longteng Guo, Jie Cheng, Xuange Gao, Hua Huang, Jing Liu |
| 2025 | ICML | EvFocus: Learning to Reconstruct Sharp Images from Out-of-Focus Event Streams. | Lin Zhu, Xiantao Ma, Xiao Wang, Lizhi Wang, Hua Huang |
| 2025 | ISWC | SSC: Simultaneous Signal Separation and Classification for Concurrent Activities. | Rahul Sidramappa Hoskeri, Shan Lin, Hua Huang |
| 2025 | USENIX | Primus: Unified Training System for Large-Scale Deep Learning Recommendation Models. | Jixi Shan, Xiuqi Huang, Yang Guo, Hongyue Mao, Ho-Pang Hsu, Hang Cheng, Can Wang, Jun Song, Rui Shi, Xiaofeng Gao, Jingwei Xu, Shiru Ren, Jiaxiao Zheng, Hua Huang, Lele Yu, Peng Xu, Guihai Chen |
| 2024 | AAAI | Finding Visual Saliency in Continuous Spike Stream. | Lin Zhu, Xianzhang Chen, Xiao Wang, Hua Huang |
| 2024 | CVPR | SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream. | Lin Zhu, Kangmin Jia, Yifan Zhao, Yunshan Qi, Lizhi Wang, Hua Huang |
| 2024 | CVPR | In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging. | Xin Wang, Lizhi Wang, Xiangtian Ma, Maoqing Zhang, Lin Zhu, Hua Huang |
| 2024 | ECCV | Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction. | Lin Zhu, Yunlong Zheng, Yijun Zhang, Xiao Wang, Lizhi Wang, Hua Huang |
| 2024 | ICML | NeuralIndicator: Implicit Surface Reconstruction from Neural Indicator Priors. | Shi-Sheng Huang, Guo Chen, Chen Li Heng, Hua Huang |
| 2024 | IJCAI | CMMU: A Benchmark for Chinese Multi-modal Multi-type Question Understanding and Reasoning. | Zheqi He, Xinya Wu, Pengfei Zhou, Richeng Xuan, Guang Liu, Xi Yang, Qiannan Zhu, Hua Huang |
| 2024 | SIGGRAPH | ST-4DGS: Spatial-Temporally Consistent 4D Gaussian Splatting for Efficient Dynamic Scene Rendering. | Deqi Li, Shi-Sheng Huang, Zhiyuan Lu, Xinran Duan, Hua Huang |
| 2024 | SC | Many-Body Electronic Correlation Energy using Krylov Subspace Linear Solvers. | Shikhar Shah, Boqin Zhang, Hua Huang, John E. Pask, Phanish Suryanarayana, Edmond Chow |
| 2023 | AAAI | Revisiting Unsupervised Local Descriptor Learning. | Wufan Wang, Lei Zhang, Hua Huang |
| 2022 | CVPR | Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging. | Lingen Li, Lizhi Wang, Weitao Song, Lei Zhang, Zhiwei Xiong, Hua Huang |
| 2022 | CVPR | NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. | Yawei Li, Kai Zhang, Radu Timofte, Luc Van Gool, Fangyuan Kong, Mingxi Li, Songwei Liu, Zongcai Du, Ding Liu, Chenhui Zhou, Jingyi Chen, Qingrui Han, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Yu Qiao, Chao Dong, Long Sun, Jinshan Pan, Yi Zhu, Zhikai Zong, Xiaoxiao Liu, Zheng Hui, Tao Yang, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Yanbo Wang, Xiaozhong Ji, Chuming Lin, Donghao Luo, Ying Tai, Chengjie Wang, Zhizhong Zhang, Yuan Xie, Shen Cheng, Ziwei Luo, Lei Yu, Zhihong Wen, Qi Wu, Youwei Li, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Yuanfei Huang, Meiguang Jin, Hua Huang, Jing Liu, Xinjian Zhang, Yan Wang, Lingshun Long, Gen Li, Yuanfan Zhang, Zuowei Cao, Lei Sun, Panaetov Alexander, Yucong Wang, Minjie Cai, Li Wang, Lu Tian, Zheyuan Wang, Hongbing Ma, Jie Liu, Chao Chen, Yidong Cai, Jie Tang, Gangshan Wu, Weiran Wang, Shirui Huang, Honglei Lu, Huan Liu, Keyan Wang, Jun Chen, Shi Chen, Yuchun Miao, Zimo Huang, Lefei Zhang, Mustafa Ayazoglu, Wei Xiong, Chengyi Xiong, Fei Wang, Hao Li, Ruimian Wen, Zhijing Yang, Wenbin Zou, Weixin Zheng, Tian Ye, Yuncheng Zhang, Xiangzhen Kong, Aditya Arora, Syed Waqas Zamir, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Dandan Gao, Dengwen Zhou, Qian Ning, Jingzhu Tang, Han Huang, Yufei Wang, Zhangheng Peng, Haobo Li, Wenxue Guan, Shenghua Gong, Xin Li, Jun Liu, Wanjun Wang, Kun Zeng, Hanjiang Lin, Xinyu Chen, Jinsheng Fang |
| 2022 | DASC | Classification of Ceramics Based on Improved AlexNet Convolutional Neural Network. | Jiapeng Li, Hua Huang, Fengtao Hu, Yangding Ou |
| 2022 | SC | CA3DMM: A New Algorithm Based on a Unified View of Parallel Matrix Multiplication. | Hua Huang, Edmond Chow |
| 2021 | AAAI | Towards Universal Physical Attacks on Single Object Tracking. | Li Ding, Yongwei Wang, Kaiwen Yuan, Minyang Jiang, Ping Wang, Hua Huang, Z. Jane Wang |
| 2021 | CVPR | Learning Tensor Low-Rank Prior for Hyperspectral Image Reconstruction. | Shipeng Zhang, Lizhi Wang, Lei Zhang, Hua Huang |
| 2021 | IJCAI | Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning. | Hua Huang, Fanhua Shang, Yuanyuan Liu, Hongying Liu |
| 2020 | CVPR | DNU: Deep Non-Local Unrolling for Computational Spectral Imaging. | Lizhi Wang, Chen Sun, Maoqing Zhang, Ying Fu, Hua Huang |
| 2020 | CVPR | A Physics-Based Noise Formation Model for Extreme Low-Light Raw Denoising. | Kaixuan Wei, Ying Fu, Jiaolong Yang, Hua Huang |
| 2020 | ICA3PP | Research on Stylization Algorithm of Ceramic Decorative Pattern Based on Ceramic Cloud Design Service Platform. | Xinxin Liu, Hua Huang, Meikang Qiu, Meiqin Liu |
| 2020 | ICA3PP | Comparative Analysis of Three Kinds of Laser SLAM Algorithms. | Xin Liu, Yang Lin, Hua Huang, Meikang Qiu |
| 2020 | ICA3PP | Design of Smart Home System Based on Collaborative Edge Computing and Cloud Computing. | Qiangfei Ma, Hua Huang, Wentao Zhang, Meikang Qiu |
| 2020 | ICA3PP | Collaborative Design Service System Based on Ceramic Cloud Service Platform. | Yu Nie, Yu Liu, Chao Li, Hua Huang, Fubao He, Meikang Qiu |
| 2020 | ICML | Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems. | Kaixuan Wei, Angelica I. Avils-Rivero, Jingwei Liang, Ying Fu, Carola-Bibiane Schnlieb, Hua Huang |
| 2020 | ICPR | Snapshot Hyperspectral Imaging Based on Weighted High-order Singular Value Regularization. | Niankai Cheng, Hua Huang, Lei Zhang, Lizhi Wang |
| 2020 | ICPR | Embedding shared low-rank and feature correlation for multi-view data analysis. | Zhan Wang, Lizhi Wang, Lei Zhang, Hua Huang |
| 2020 | MOBICOM | MET: a magneto-inductive sensing based electric toothbrushing monitoring system. | Hua Huang, Shan Lin |
| 2019 | CVPR | Hyperspectral Image Super-Resolution With Optimized RGB Guidance. | Ying Fu, Tao Zhang, Yinqiang Zheng, Debing Zhang, Hua Huang |
| 2019 | CVPR | Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior. | Lizhi Wang, Chen Sun, Ying Fu, Min H. Kim, Hua Huang |
| 2019 | CVPR | Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements. | Kaixuan Wei, Jiaolong Yang, Ying Fu, David P. Wipf, Hua Huang |
| 2019 | FUSION | State Evaluation of GIS Equipment Based on Multi-sensor Information Fusion (Poster). | Xinlei Qiao, Kai Gao, Hua Huang, Poyan Lu, Li Ma, Lijun Jin |
| 2019 | ICCV | Incremental Learning Using Conditional Adversarial Networks. | Ye Xiang, Ying Fu, Pan Ji, Hua Huang |
| 2019 | ICCV | Hyperspectral Image Reconstruction Using Deep External and Internal Learning. | Tao Zhang, Ying Fu, Lizhi Wang, Hua Huang |
| 2019 | ICCV | Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery. | Shipeng Zhang, Lizhi Wang, Ying Fu, Xiaoming Zhong, Hua Huang |
| 2019 | ICIG | No-Reference Stereoscopic Video Quality Assessment Based on Spatial-Temporal Statistics. | Jiufa Zhang, Lixiong Liu, Jiachao Gong, Hua Huang |
| 2019 | IECON | Insulation Defect Detection of Electrical Equipment Based on Infrared and Ultraviolet Photoelectric Sensing Technology. | Kai Gao, Lijun Lyu, Hua Huang, ChenZhao Fu, Fuchun Chen, Lijun Jin |
| 2019 | IECON | Temperature Rise Prediction of GIS Electrical Contact Using an Improved Kalman Filter. | Xinlei Qiao, Kai Gao, Hua Huang, Lijun Lyu, Wentao Lin, Lijun Jin |
| 2019 | Mobisys | MagTrack: Enabling Safe Driving Monitoring with Wearable Magnetics. | Hua Huang, Hongkai Chen, Shan Lin |
| 2018 | ECCV | Joint Camera Spectral Sensitivity Selection and Hyperspectral Image Recovery. | Ying Fu, Tao Zhang, Yinqiang Zheng, Debing Zhang, Hua Huang |
| 2018 | MSWIM | WiDet: Wi-Fi Based Device-Free Passive Person Detection with Deep Convolutional Neural Networks. | Hua Huang, Shan Lin |
| 2018 | SC | Accelerating quantum chemistry with vectorized and batched integrals. | Hua Huang, Edmond Chow |
| 2018 | VR | Evaluation of Hand-Based Interaction for Near-Field Mixed Reality with Optical See-Through Head-Mounted Displays. | Zhenliang Zhang, Benyang Cao, Dongdong Weng, Yue Liu, Yongtian Wang, Hua Huang |
| 2017 | ICIP | Camera spectral sensitivity, illumination and spectral reflectance estimation for a hybrid hyperspectral image capture system. | Lin Zhang, Ying Fu, Yinqiang Zheng, Hua Huang |
| 2016 | ICMLC | Subspace clustering by weighted correlation adaptive regression. | Weiwei Wang, Cui-Ling Wu, Hua Huang, Xiang-Chu Feng |
| 2016 | ICWS | Efficient Computation of Ordering Relations with Time and Probability Constraints for Workflow Models. | Hua Huang, Rong Peng, Zaiwen Feng |
| 2016 | MOBIHOC | Charge me if you can: charging path optimization and scheduling in mobile networks. | Lin Chen, Shan Lin, Hua Huang |
| 2016 | MOBIHOC | Joint sensor duty cycle scheduling with coverage guarantee. | Kin Sum Liu, Jie Gao, Shan Lin, Hua Huang, Brent Schiller |
| 2016 | SENSYS | Toothbrushing Monitoring using Wrist Watch. | Hua Huang, Shan Lin |
| 2015 | INFOCOM | Time-constrained data harvesting in WSNs: Theoretical foundation and algorithm design. | Lin Chen, Wei Wang, Hua Huang, Shan Lin |
| 2015 | MASS | Dynamic Mobile Charger Scheduling in Heterogeneous Wireless Sensor Networks. | Hua Huang, Shan Lin, Lin Chen, Jie Gao, Anwar Mamat, Jie Wu |
| 2015 | MASS | Dynamic Mobile Charger Scheduling in Heterogeneous Wireless Sensor Networks. | Hua Huang, Shan Lin, Lin Chen, Jie Gao, Anwar Mamat, Jie Wu |
| 2014 | INFOCOM | Connected wireless camera network deployment with visibility coverage. | Hua Huang, Chien-Chun Ni, Xiaomeng Ban, Jie Gao, Andrew T. Schneider, Shan Lin |
| 2011 | CIS | Orthogonal Test Algorithm on TD-SCDMA Network Optimization. | Hua Huang, Yuan Ding |
| 2010 | ICASSP | An improved motion-search method based on pattern classification. | Dexin Wang, Qi Wang, Hui Cheng, Hua Huang |
| 2010 | ICIP | Face image super resolution by linear transformation. | Hua Huang, Ning Wu, Xin Fan, Chun Qi |
| 2010 | ICIP | Orthogonal 4-tap integer multiwavelet transforms using matrix factorization. | Mingli Jing, Hua Huang, WuLing Liu, Chun Qi |
| 2009 | KDD | Incorporating site-level knowledge for incremental crawling of web forums: a list-wise strategy. | Jiang-Ming Yang, Rui Cai, Chunsong Wang, Hua Huang, Lei Zhang, Wei-Ying Ma |
| 2008 | CIS | Research on Disaster Tolerance System Based on Network Dataflow. | Lin Guo, Hua Huang, Lejun Zhang, Yongtian Yang, Jianpei Zhang |
| 2008 | IWDW | Balanced Multiwavelets Based Digital Image Watermarking. | Na Zhang, Hua Huang, Quan Zhou, Chun Qi |
| 2006 | IPAS | A set theoretic approach to object-based image restoration. | Xin Fan, Hua Huang, Chun Qi, Dequn Liang |
| 2006 | ISNN | A Neural Network Structure Evolution Algorithm Based on e, m Projections and Model Selection Criterion. | Yunhui Liu, Siwei Luo, Ziang Lv, Hua Huang |
| 2005 | ICCV | Probabilistic Contour Extraction Using Hierarchical Shape Representation. | Xin Fan, Chun Qi, Dequn Liang, Hua Huang |
| 2001 | CSCWD | CSCL: An Internet Based Education Model. | Shengjun Xue, Ran Tan, Hua Huang |