| 2026 | CHI | Gen-Diaolou: An Integrated AI-Assisted Interactive System for Diachronic Understanding and Preservation of the Kaiping Diaolou. | Lei Han, Yi Gao, Xuanchen Lu, Bingyuan Wang, Lujin Zhang, Zeyu Wang, David Kei-Man Yip |
| 2026 | IUI | Eye2Recall: Exploring Mixed-Initiative Reminiscence Activities via Gaze-Driven LLM Prompts for Older Adults: Eye2Recall: Fusing Gaze and LLMs for Mixed-Initiative Reminiscence with Older Adults. | Lei Han, Mingnan Wei, Qiongyan Chen, Anqi Wang, Rong Pang, David Kei-Man Yip |
| 2025 | ACL | Multi-Agent Collaboration via Cross-Team Orchestration. | Zhuoyun Du, Chen Qian, Wei Liu, Zihao Xie, Yifei Wang, Rennai Qiu, Yufan Dang, Weize Chen, Cheng Yang, Ye Tian, Xuantang Xiong, Lei Han |
| 2025 | ACL | GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion. | Kangyang Luo, Yuzhuo Bai, Cheng Gao, Shuzheng Si, Zhu Liu, Yingli Shen, Zhitong Wang, Cunliang Kong, Wenhao Li, Yufei Huang, Ye Tian, Xuantang Xiong, Lei Han, Maosong Sun |
| 2025 | CSCW | Pinning "Reflection" on the Agenda: Investigating Reflection in Human-LLM Co-Creation for Creative Coding. | Anqi Wang, Zhizhuo Yin, Yulu Hu, Yuanyuan Mao, Lei Han, Xin Tong, Keqing Jiao, Pan Hui |
| 2025 | EMNLP | Can an Individual Manipulate the Collective Decisions of Multi-Agents? | Fengyuan Liu, Rui Zhao, Shuo Chen, Guohao Li, Philip Torr, Lei Han, Jindong Gu |
| 2025 | HPCC | Indoor Wireless Coverage Prediction via Building Layout-Driven Propagation Modeling. | Lei Han, Chao Nie, Wei Cheng, Anzhi Lei, Jian Pan |
| 2025 | HPCC | Multi-Perspective Dynamic Risk Prediction for Projects Based on Knowledge Graph. | Wan Wei, Lin Wang, Wei Cheng, Jiajun Cheng, Lei Han, Chao Nie |
| 2025 | ICLR | Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling. | Jiawei Xu, Rui Yang, Shuang Qiu, Feng Luo, Meng Fang, Baoxiang Wang, Lei Han |
| 2025 | IROS | ALVO: Adaptive Learning with Velocity Obstacles for UGV Navigation in Dynamic Scenes. | Yinduo Xie, Yuenan Zhao, Ran Song, Zhiheng Li, Lei Han, Wei Zhang |
| 2025 | IROS | VCADNet: Vision-based Circular Accessible Depth Prediction for UGV Perception. | Tao Zhang, Yuenan Zhao, Xiaoyu Xu, Ran Song, Lei Han, Wei Zhang |
| 2025 | TrustCom | Post-Quantum Anonymity of Key Encapsulation Mechanism and Its Applications in Password Authenticated Key Exchange Protocols. | JiaYv An, Yankun Gao, Lei Han |
| 2025 | TrustCom | Multi-keyword Searchable Encryption Scheme with Policy Hiding Support for User Revocation in Cloud Environment. | Xuan Zhang, Suzhen Cao, Tianhao Zhang, Guorui Liu, Lei Han, Xiaodong Yang |
| 2024 | AAAI | Relative Policy-Transition Optimization for Fast Policy Transfer. | Jiawei Xu, Cheng Zhou, Yizheng Zhang, Baoxiang Wang, Lei Han |
| 2024 | ICLR | Towards Robust Offline Reinforcement Learning under Diverse Data Corruption. | Rui Yang, Han Zhong, Jiawei Xu, Amy Zhang, Chongjie Zhang, Lei Han, Tong Zhang |
| 2024 | ICLR | Task Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement Learning. | Yucheng Yang, Tianyi Zhou, Qiang He, Lei Han, Mykola Pechenizkiy, Meng Fang |
| 2024 | ICML | Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent. | Yingru Li, Jiawei Xu, Lei Han, Zhi-Quan Luo |
| 2024 | ICRA | Robust Quadrupedal Locomotion via Risk-Averse Policy Learning. | Jiyuan Shi, Chenjia Bai, Haoran He, Lei Han, Dong Wang, Bin Zhao, Mingguo Zhao, Xiu Li, Xuelong Li |
| 2024 | ICRA | An Efficient Model-Based Approach on Learning Agile Motor Skills without Reinforcement. | Haojie Shi, Tingguang Li, Qingxu Zhu, Jiapeng Sheng, Lei Han, Max Q.-H. Meng |
| 2024 | ICRA | Learning Highly Dynamic Behaviors for Quadrupedal Robots. | Chong Zhang, Jiapeng Sheng, Tingguang Li, He Zhang, Cheng Zhou, Qingxu Zhu, Rui Zhao, Yizheng Zhang, Lei Han |
| 2024 | ICWSM | On the Role of Large Language Models in Crowdsourcing Misinformation Assessment. | Jiechen Xu, Lei Han, Shazia Sadiq, Gianluca Demartini |
| 2024 | NPC | Parallel Construction of Independent Spanning Trees on 3-ary n-cube Networks. | Yuzhen Xu, Weibei Fan, Mengjie Lv, Xueli Sun, Lei Han, Fu Xiao |
| 2024 | RCIS | Which Legal Requirements are Relevant to a Business Process? Comparing AI-Driven Methods as Expert Aid. | Catherine Sai, Shazia Sadiq, Lei Han, Gianluca Demartini, Stefanie Rinderle-Ma |
| 2024 | WWW | How Good are LLMs in Generating Personalized Advertisements? | Elyas Meguellati, Lei Han, Abraham Bernstein, Shazia Sadiq, Gianluca Demartini |
| 2024 | VINCI | Memory Remedy: An AI-Enhanced Interactive Story Exploring Human-Robot Interaction and Companionship. | Lei Han, Yu Zhou, Qiongyan Chen, David Kei-Man Yip |
| 2023 | DASFAA | MixMBR: Contrastive Learning for Multi-behavior Recommendation. | Zhicheng Qiao, Hui Yan, Lei Han |
| 2023 | GLOBECOM | RP-ER: Relative Position Based Efficient Routing Mechanism for LEO Satellite Network. | Ziheng Xu, Wei Quan, Nan Cheng, Mingyuan Liu, Jun Deng, Lei Han, Deyun Gao |
| 2023 | GLOBECOM | Towards Green Cloud Transmission: Observation from Practical Inter-Cloud Links. | Xue Zhang, Wei Quan, Nan Cheng, Yan Luo, Ziheng Xu, Lei Han, Hongke Zhang |
| 2023 | ICCV | EQ-Net: Elastic Quantization Neural Networks. | Ke Xu, Lei Han, Ye Tian, Shangshang Yang, Xingyi Zhang |
| 2023 | ICNP | Bifrost: Extending RoCE for Long Distance Inter-DC Links. | Peiwen Yu, Feiyang Xue, Chen Tian, Xiaoliang Wang, Yanqing Chen, Tao Wu, Lei Han, Zifa Han, Bingquan Wang, Xiangyu Gong, Wanchun Dou, Guihai Chen |
| 2023 | IGARSS | MSF: One Lightweight Deep Learning Nowcasting Method with Attention Mechanism using Dual-Polarization Radar Observations. | Kexin Zhu, Haonan Chen, Lei Han |
| 2023 | IGARSS | Physical Analysis of the Impact of Polarization Parameters on Deep-learning Networks for Nowcasting. | Kexin Zhu, Haonan Chen, Lei Han |
| 2023 | IROS | Learning Terrain-Adaptive Locomotion with Agile Behaviors by Imitating Animals. | Tingguang Li, Yizheng Zhang, Chong Zhang, Qingxu Zhu, Jiapeng Sheng, Wanchao Chi, Cheng Zhou, Lei Han |
| 2023 | IGARSS | Deep Learning for Polarimetric Radar Quantitative Precipitation Estimation: Model Interpretation and Explainability. | Wenyuan Li, Haonan Chen, Lei Han |
| 2023 | SMC | Topology-Aware Debiased Self-Supervised Graph Learning for Recommendation. | Lei Han, Hui Yan, Zhicheng Qiao |
| 2023 | WWW | Human-in-the-loop Regular Expression Extraction for Single Column Format Inconsistency. | Shaochen Yu, Lei Han, Marta Indulska, Shazia Sadiq, Gianluca Demartini |
| 2023 | SIGIR | On the Impact of Data Quality on Image Classification Fairness. | Aki Barry, Lei Han, Gianluca Demartini |
| 2023 | VINCI | An Interactive VR Game Featuring the Story of Migrant Worker Poet in Southwest China. | Mingnan Wei, Yu Zhou, Lei Han |
| 2022 | ER | A Behavioural Analysis of Metadata Use in Evaluating the Quality of Repurposed Data. | Hui Zhou, Lei Han, Gianluca Demartini, Marta Indulska, Shazia Sadiq |
| 2022 | ICLR | Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL. | Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang |
| 2022 | ICPP | Towards Fast Large-scale Graph Analysis via Two-dimensional Balanced Partitioning. | Shuai Lin, Rui Wang, Yongkun Li, Yinlong Xu, John C. S. Lui, Fei Chen, Pengcheng Wang, Lei Han |
| 2022 | IGARSS | Application of Segmental-Correction Machine Learning Methods in Radar Quantitative Precipitation Estimation Correction by Rain Gauge. | Yu Wang, Lejian Zhang, Yubao Chen, Lei Han, Yurong Ge, Yizhuo Sha |
| 2022 | IGARSS | A Frequency-Matching Method for Bias Correction of Deep Learning Nowcasts. | Ming Zhang, Yanhui Yin, Haonan Chen, Lei Han |
| 2022 | IGARSS | MCT U-net: A Deep Learning Nowcasting Method Using Dual-polarization Radar Observations. | Kexin Zhu, Haonan Chen, Lei Han |
| 2022 | IROS | RECCraft System: Towards Reliable and Efficient Collective Robotic Construction. | Qiwei Xu, Yizheng Zhang, Shenghao Zhang, Rui Zhao, Zhuoxing Wu, Dongsheng Zhang, Cheng Zhou, Xiong Li, Jiahong Chen, Zengjun Zhao, Luyang Tang, Zhengyou Zhang, Lei Han |
| 2022 | ICWSM | Exploring Data Literacy Levels in the Crowd - the Case of COVID-19. | Shaoyang Fan, Lei Han, Gianluca Demartini, Shazia Sadiq |
| 2022 | IGARSS | Using Multi-Source data to Remove Non-Precipitation Echoes in Weather Radar Data. | Xuehong Guo, Lejian Zhang, Yubao Chen, Lei Han, Yurong Ge, Yizhuo Sha |
| 2022 | IGARSS | The Interpretation of Deep Learning for Convective Storm Nowcasting. | Wenyuan Li, Haonan Chen, Lei Han, Jianliang Xu |
| 2022 | IGARSS | A Machine Learning Approach for Convective Initiation Detection Using Multi-source Data. | Xuan Liu, Haonan Chen, Lei Han, Yurong Ge |
| 2022 | IWQoS | HPUCache: Toward High Performance and Resource Utilization in Clustered Cache via Data Copying and Instance Merging. | Qianli Wang, Si Wu, Yongkun Li, Yinlong Xu, Fei Chen, Pengcheng Wang, Lei Han |
| 2022 | WWW | Does Evidence from Peers Help Crowd Workers in Assessing Truthfulness? | Jiechen Xu, Lei Han, Shaoyang Fan, Shazia Sadiq, Gianluca Demartini |
| 2021 | ADCS | An Analysis of the Australian Political Discourse in Sponsored Social Media Content. | Lei Han, Rudra Sawant, Shaoyang Fan, Glenn Kefford, Gianluca Demartini |
| 2021 | CoNEXT | Floodgate: taming incast in datacenter networks. | Kexin Liu, Chen Tian, Qingyue Wang, Hao Zheng, Peiwen Yu, Wenhao Sun, Yonghui Xu, Ke Meng, Lei Han, Jie Fu, Wanchun Dou, Guihai Chen |
| 2021 | HCOMP | Iterative Human-in-the-Loop Discovery of Unknown Unknowns in Image Datasets. | Lei Han, Xiao Dong, Gianluca Demartini |
| 2021 | ICML | Principled Exploration via Optimistic Bootstrapping and Backward Induction. | Chenjia Bai, Lingxiao Wang, Lei Han, Jianye Hao, Animesh Garg, Peng Liu, Zhaoran Wang |
| 2021 | IGARSS | Bias correction of satellite retrievals of orographic precipitation. | Luyao Sun, Haonan Chen, Lei Han |
| 2021 | IGARSS | Short-term prediction of precipitation associated with landfalling hurricanes through deep learning. | Shun Yao, Haonan Chen, Lei Han |
| 2021 | IGARSS | A Multi-Channel 3D Convolutional-Recurrent Neural Network for Convective Storm Nowcasting. | Wei Zhang, Rui Zhang, Haonan Chen, Guangxin He, Yurong Ge, Lei Han |
| 2021 | IGARSS | Convective precipitation nowcasting using U-Net Model. | He Liang, Haonan Chen, Wei Zhang, Yurong Ge, Lei Han |
| 2021 | IGARSS | A deep learning system for precipitation estimation using measurements from the Advanced Baseline Imager (ABI) on the GOES-R series. | Yang Liu, Haonan Chen, Lei Han, Jieying He |
| 2020 | AAAI | Gated Fully Fusion for Semantic Segmentation. | Xiangtai Li, Houlong Zhao, Lei Han, Yunhai Tong, Shaohua Tan, Kuiyuan Yang |
| 2020 | CaiSE | Building Data Curation Processes with Crowd Intelligence. | Tianwa Chen, Lei Han, Gianluca Demartini, Marta Indulska, Shazia Sadiq |
| 2020 | CIKM | Modelling User Behavior Dynamics with Embeddings. | Lei Han, Alessandro Checco, Djellel Eddine Difallah, Gianluca Demartini, Shazia Sadiq |
| 2020 | CVPR | OccuSeg: Occupancy-Aware 3D Instance Segmentation. | Lei Han, Tian Zheng, Lan Xu, Lu Fang |
| 2020 | GPC | Using Deep Active Learning to Save Sensing Cost When Estimating Overall Air Quality. | Dehao Lei, Zhiyong Yu, Peiguan Li, Lei Han, Fangwan Huang |
| 2020 | GPC | Mobile Crowd-Sensing System Based on Participant Selection. | Chunyu Tu, Lei Han, Leye Wang, Zhiyong Yu |
| 2020 | ICASSP | A Random Gossip BMUF Process for Neural Language Modeling. | Yiheng Huang, Jinchuan Tian, Lei Han, Guangsen Wang, Xingcheng Song, Dan Su, Dong Yu |
| 2020 | IGARSS | Cross validation of GOES-R and NOAA multi-radar multi-sensor (MRMS) QPE over the continental United States. | Luyao Sun, Haonan Chen, Lei Han, V. Chandrasekar, Jieying He, Yang Liu |
| 2020 | IGARSS | An investigation of a probabilistic nowcast system for dual-polarization radar applications. | Jianchang Zhang, Haonan Chen, Lei Han |
| 2020 | NOMS | Predicting Internet of Things Data Traffic Through LSTM and Autoregressive Spectrum Analysis. | Yuhong Li, Di Jin, Bailin Wang, Xiang Su, Jukka Riekki, Chao Sun, Hanyu Wei, Hao Wang, Lei Han |
| 2020 | SIGIR | On Understanding Data Worker Interaction Behaviors. | Lei Han, Tianwa Chen, Gianluca Demartini, Marta Indulska, Shazia Sadiq |
| 2020 | SIGIR | When the Human is in the Loop: Cost, Effort and Behavior. | Lei Han |
| 2020 | WSDM | Crowd Worker Strategies in Relevance Judgment Tasks. | Lei Han, Eddy Maddalena, Alessandro Checco, Cristina Sarasua, Ujwal Gadiraju, Kevin Roitero, Gianluca Demartini |
| 2019 | AAAI | Learning (from) Deep Hierarchical Structure among Features. | Yu Zhang, Lei Han |
| 2019 | ASPDAC | ReRAM-based processing-in-memory architecture for blockchain platforms. | Fang Wang, Zhaoyan Shen, Lei Han, Zili Shao |
| 2019 | CIKM | On Transforming Relevance Scales. | Lei Han, Kevin Roitero, Eddy Maddalena, Stefano Mizzaro, Gianluca Demartini |
| 2019 | DATE | DS-Cache: A Refined Directory Entry Lookup Cache with Prefix-Awareness for Mobile Devices. | Lei Han, Bin Xiao, Xuwei Dong, Zhaoyan Shen, Zili Shao |
| 2019 | ICML | Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI. | Lei Han, Peng Sun, Yali Du, Jiechao Xiong, Qing Wang, Xinghai Sun, Han Liu, Tong Zhang |
| 2019 | INFOCOM | Using Overlay Cloud Network to Accelerate Global Communications. | Zhaogui Xu, Ran Ju, Liang Gu, Weiguang Wang, Jin Li, Feng Li, Lei Han |
| 2019 | WSDM | All Those Wasted Hours: On Task Abandonment in Crowdsourcing. | Lei Han, Kevin Roitero, Ujwal Gadiraju, Cristina Sarasua, Alessandro Checco, Eddy Maddalena, Gianluca Demartini |
| 2018 | ICCCN | Hierarchical Filtering Method of Alerts Based on Multi-Source Information Correlation Analysis. | Xudong He, Jian Wang, Jiqiang Liu, Lei Han, Yang Yu, ShaoHua Lv |
| 2018 | ICCCN | Multi-Dimension Threat Situation Assessment Based on Network Security Attributes. | Yang Yu, Jian Wang, Jiqiang Liu, Lei Han, Xudong He, ShaoHua Lv |
| 2018 | ICML | Candidates vs. Noises Estimation for Large Multi-Class Classification Problem. | Lei Han, Yiheng Huang, Tong Zhang |
| 2018 | INFOCOM | Poster abstract: A low latency and high scalability network with extreme QoS assurance. | Weiguang Wang, Jing Cui, Ran Ju, Xuefei Tan, Feng Li, Boyan Tu, Guoping Li, Lin Han, Lei Han |
| 2018 | MMSys | Favor: fine-grained video rate adaptation. | Jian He, Mubashir Adnan Qureshi, Lili Qiu, Jin Li, Feng Li, Lei Han |
| 2018 | Mobisys | Rubiks: Practical 360-Degree Streaming for Smartphones. | Jian He, Mubashir Adnan Qureshi, Lili Qiu, Jin Li, Feng Li, Lei Han |
| 2018 | SIGIR | API Caveat Explorer - Surfacing Negative Usages from Practice: An API-oriented Interactive Exploratory Search System for Programmers. | Jing Li, Aixin Sun, Zhenchang Xing, Lei Han |
| 2017 | BMVC | Learning Cross-scale Correspondence and Patch-based Synthesis for Reference-based Super-Resolution. | Haitian Zheng, Mengqi Ji, Lei Han, Ziwei Xu, Haoqian Wang, Yebin Liu, Lu Fang |
| 2017 | GLOBECOM | On Building a Low Latency Network for Future Internet Services. | Ran Ju, Weiguang Wang, Jin Li, Feng Li, Lei Han |
| 2017 | ICICS | A Method to Effectively Detect Vulnerabilities on Path Planning of VIN. | Jingjing Liu, Wenjia Niu, Jiqiang Liu, Jia Zhao, Tong Chen, Yinqi Yang, Yingxiao Xiang, Lei Han |
| 2017 | IROS | Beyond SIFT using binary features in Loop Closure Detection. | Lei Han, Guyue Zhou, Lan Xu, Lu Fang |
| 2017 | ICWS | An Approach towards Task Abstraction and Aggregation in Business Processes. | Lei Han, Weiliang Zhao, Jian Yang |
| 2017 | SIGCOMM | Ultra Wide View Based Panoramic VR Streaming. | Ran Ju, Jun He, Fengxin Sun, Jin Li, Feng Li, Jirong Zhu, Lei Han |
| 2016 | AAAI | Multi-Stage Multi-Task Learning with Reduced Rank. | Lei Han, Yu Zhang |
| 2016 | AAAI | Reduction Techniques for Graph-Based Convex Clustering. | Lei Han, Yu Zhang |
| 2016 | ICSOC | User Interface Derivation Based on Role-Enriched Business Process Model. | Lei Han, Weiliang Zhao, Jian Yang |
| 2016 | KDD | Generalized Hierarchical Sparse Model for Arbitrary-Order Interactive Antigenic Sites Identification in Flu Virus Data. | Lei Han, Yu Zhang, Xiu-Feng Wan, Tong Zhang |
| 2016 | KDD | Fast Component Pursuit for Large-Scale Inverse Covariance Estimation. | Lei Han, Yu Zhang, Tong Zhang |
| 2015 | AAAI | Discriminative Feature Grouping. | Lei Han, Yu Zhang |
| 2015 | AAAI | Learning Multi-Level Task Groups in Multi-Task Learning. | Lei Han, Yu Zhang |
| 2015 | IJCAI | Action2Activity: Recognizing Complex Activities from Sensor Data. | Ye Liu, Liqiang Nie, Lei Han, Luming Zhang, David S. Rosenblum |
| 2015 | KDD | Learning Tree Structure in Multi-Task Learning. | Lei Han, Yu Zhang |
| 2014 | AAAI | Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework. | Lei Han, Yu Zhang, Guojie Song, Kunqing Xie |
| 2014 | ICNC | Fast image dehazing algorithm based on multiple filters. | Xiaoyan Qian, Lei Han |
| 2012 | INDIN | Prognostic management verification system of aircraft hydraulic power supply system. | Jun Du, Shaoping Wang, Lei Han, Sijun Zhao, Chunxi Guo |
| 2012 | INDIN | Top-level design and all-operation-profile fault reconfiguration strategy for aeroplane hydraulic systems based on airworthiness regulations. | Lei Han, Shaoping Wang, Jun Du, Feng Yang |
| 2012 | KDD | Overlapping decomposition for causal graphical modeling. | Lei Han, Guojie Song, Gao Cong, Kunqing Xie |
| 2010 | ICMLC | The assessment of automatic weather station operating quality based on fuzzy AHP. | Jian-Ming Li, Lei Han, Shu-Yong Zhen, Lun-Tao Yao |
| 2010 | ICNC | Statistics-based Semantic Role Labeling for Chinese menu corpus. | Lei Han, Dong-Hong Ji, Han Ren |
| 2010 | ISNN | Adaptive Fit Parameters Tuning with Data Density Changes in Locally Weighted Learning. | Lei Han, Kun-Qing Xie, Guo-Jie Song |
| 2008 | CoNLL | Automatic Chinese Catchword Extraction Based on Time Series Analysis. | Han Ren, Donghong Ji, Jing Wan, Lei Han |
| 2008 | ICNC | Optimal Load Modal Parameters Using Particle Swarm Optimization. | Wen Zhang, Lei Han, Bernie Lesieutre |
| 2008 | IGARSS | An Ocean Wave Spectrum Derived from Polarimetric Microwave Radiometer Data. | Xiaobin Yin, Zhenzhan Wang, Lei Han, Qing Xu |
| 2008 | LREC | A Research on Automatic Chinese Catchword Extraction. | Han Ren, Dong-Hong Ji, Lei Han |
| 2007 | ICNC | Design of Hash-Tree Anti-collision Algorithm. | Hong Zhang, Lei Han, Yu-Lu Li |
| 2007 | ISVC | A Novel Approach for Storm Detection Based on 3-D Radar Image Data. | Lei Han, Hong-Qing Wang, Li-Feng Zhao, Sheng-Xue Fu |