| 2026 | AAAI | S2C: A Noise-Resistant Difference Learning Framework for Unsupervised Change Detection in VHR Remote Sensing Images. | Lei Ding, Xibing Zuo, Haitao Guo, Jun Lu, Zhihui Gong, Xuanguang Liu, Jicang Lu |
| 2026 | ACL | ProActor: Timing-Aware Reinforcement Learning for Proactive Task Scheduling Agents. | Lei Ding, Bin He, Chenguang Wang, Yang Liu |
| 2026 | PAKDD | R | Hanwei Wu, Qingchen Hu, Zhenghan Tai, Jingrui Tian, Lei Ding, Jijun Chi, Hailin He, Tung Sum Thomas Kwok, Yufei Cui, Sicheng Lyu, Muzhi Li, Mingze Li, Xinyue Yu, Ling Zhou, Peng Lu, Xinyu Wang |
| 2026 | WWW | VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering. | Zhenghan Tai, Hanwei Wu, Qingchen Hu, Jijun Chi, Hailin He, Lei Ding, Tung Sum Thomas Kwok, Bohuai Xiao, Yuchen Hua, Suyuchen Wang, Peng Lu, Muzhi Li, Yihong Wu, Liheng Ma, Jerry Huang, Jiayi Zhang, Gonghao Zhang, Chaolong Jiang, Jingrui Tian, Sicheng Lyu, Zeyu Li, Boyu Han, Fengran Mo, Xinyue Yu, Yufei Cui, Ling Zhou, Xinyu Wang |
| 2025 | IECON | Distributed Optimal Power Generation for an Open Price-based Energy Management System. | Peize Du, Yuxuan Liu, Zhisheng Li, Maojiao Ye, Lei Ding |
| 2024 | ACL | SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training. | Nan He, Weichen Xiong, Hanwen Liu, Yi Liao, Lei Ding, Kai Zhang, Guohua Tang, Xiao Han, Yang Wei |
| 2024 | EMNLP | Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding. | Yue Fan, Lei Ding, Ching-Chen Kuo, Shan Jiang, Yang Zhao, Xinze Guan, Jie Yang, Yi Zhang, Xin Wang |
| 2024 | ICASSP | Fast Dynamics of Brain-wide Patterns on Neuronal Oscillations. | Lei Ding, Han Yuan |
| 2024 | IECON | Distributed Regularization-Based Nash Equilibrium Seeking for Merely Monotone Games Under Directed Graphs: A Prescribed-Time Approach. | Jinyang Rui, Lei Ding |
| 2024 | IECON | Game-based Distributed Event-Triggered Economic Dispatch for Microgrids. | Zixing Xie, Yujie Ni, Lei Ding |
| 2024 | NAACL | Debiasing with Sufficient Projection: A General Theoretical Framework for Vector Representations. | Enze Shi, Lei Ding, Linglong Kong, Bei Jiang |
| 2023 | HCI | Scenes, Interaction, Community and Values: A Service Experience Design Framework for Museum Public Space Based on the Theory of Experience Preference. | Hailing Chen, Xiong Ding, Lei Ding |
| 2023 | ICDAR | Decoupled Learning for Long-Tailed Oracle Character Recognition. | Jing Li, Bin Dong, Qiu-Feng Wang, Lei Ding, Rui Zhang, Kaizhu Huang |
| 2023 | ICML | Online Local Differential Private Quantile Inference via Self-normalization. | Yi Liu, Qirui Hu, Lei Ding, Linglong Kong |
| 2023 | IGARSS | Bi-Directional Temporal Modelling for Semantic Change Detection in Remote Sensing Images. | Jing Zhang, Lei Ding, Lorenzo Bruzzone |
| 2023 | IECON | Economic-Driven Distributed Secondary Optimal Frequency Control for Microgrids with Time-Varying Loads. | Yu-Bo Sheng, Lei Ding |
| 2023 | VTC | Serial or Parallel: Reverse Offloading based MEC-assisted Joint Computing. | Jie Zhang, Lei Ding, Lina Zhu, Nan Cheng, Tom H. Luan |
| 2023 | VTC | Research on Passive Localization Method with High Detection Rate. | Dongpo Zhang, Xuan Hou, Lei Ding, Lina Zhu, Nan Cheng, Tom H. Luan |
| 2023 | VTC | Joint Power Optimization of BS and UE in Wireless Networks. | Dongpo Zhang, Ye Tao, Lei Ding, Lina Zhu, Hao Luan |
| 2022 | AAAI | Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving. | Lei Ding, Dengdeng Yu, Jinhan Xie, Wenxing Guo, Shenggang Hu, Meichen Liu, Linglong Kong, Hongsheng Dai, Yanchun Bao, Bei Jiang |
| 2022 | ICDE | AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System. | Zhirong Xu, Shiyang Wen, Junshan Wang, Guojun Liu, Liang Wang, Zhi Yang, Lei Ding, Yan Zhang, Di Zhang, Jian Xu, Bo Zheng |
| 2022 | ICONIP | Towards Accurate Alignment and Sufficient Context in Scene Text Recognition. | Yijie Hu, Bin Dong, Qiufeng Wang, Lei Ding, Xiaobo Jin, Kaizhu Huang |
| 2022 | IECON | A Resilient Economic Dispatch Method for Power Grid under DoS Attacks. | Fanzhi Meng, Chao Deng, Lei Ding |
| 2022 | IECON | Cloud-Based Distributed Consensus Tracking for Multi-Agent Systems Under Switching Communication Topologies. | Yukang Zhao, Lei Ding |
| 2022 | WISE | TCPMS-FCP: A Traffic Congestion Pattern Mining System Based on Spatio-Temporal Fuzzy Co-location Patterns. | Xiaoxu Wang, Jialong Wang, Lizhen Wang, Shan Wang, Lei Ding |
| 2020 | INFOCOM | Measurement and Analysis of Cloud User Interest: A Glance From BitTorrent. | Lei Ding, Yang Li, Haiyang Wang, Ke Xu |
| 2020 | TrustCom | Are Smart Home Devices Abandoning IPV Victims? | Ahmed Alshehri, Malek Ben Salem, Lei Ding |
| 2020 | SecureComm | Connecting Web Event Forecasting with Anomaly Detection: A Case Study on Enterprise Web Applications Using Self-supervised Neural Networks. | Xiaoyong Yuan, Lei Ding, Malek Ben Salem, Xiaolin Li, Dapeng Wu |
| 2019 | IECON | Distributed Secondary Control for Microgrids with Heterogeneous Battery Energy Storage Systems Under Switching Communication Topology. | Lei Ding, Dong Yue, Qing-Long Han |
| 2019 | IGARSS | A Deep Architecture Based on a Two-Stage Learning for Semantic Segmentation of Large-Size Remote Sensing Images. | Lei Ding, Lorenzo Bruzzone |
| 2019 | PRICAI | DLENSO: A Deep Learning ENSO Forecasting Model. | Dandan He, Pengfei Lin, Hailong Liu, Lei Ding, Jinrong Jiang |
| 2017 | ISCAS | On network-based leader-following consensus of linear multi-agent systems. | Lei Ding, Wei Xing Zheng |
| 2017 | ISNN | An Arctan-Activated WASD Neural Network Approach to the Prediction of Dow Jones Industrial Average. | Bolin Liao, Chuan Ma, Lin Xiao, Rongbo Lu, Lei Ding |
| 2017 | ISNN | A Complex Gradient Neural Dynamics for Fast Complex Matrix Inversion. | Lin Xiao, Bolin Liao, Qinli Zeng, Lei Ding, Rongbo Lu |
| 2016 | ICASSP | Vibration parameter estimation using FMCW radar. | Lei Ding, Murtaza Ali, Sujeet Patole, Anand Dabak |
| 2016 | SMC | Rough approximation model based on grey dominance relation. | Ming-li Hu, Lei Ding |
| 2015 | AAAI | Robotic Crawling Assistance for Infants with Cerebral Palsy. | David P. Miller, Andrew H. Fagg, Lei Ding, Thubi H. A. Kolobe, Mustafa A. Ghazi |
| 2015 | GLOBECOM | Securing Cognitive Radio Networks with Distributed Trust Management against Belief Manipulation Attacks. | Lei Ding, Onur Savas, Gahng-Seop Ahn, Hongmei Deng |
| 2015 | HCI | Monitoring Mental States of the Human Brain in Action: From Cognitive Test to Real-World Simulations. | Deepika Dasari, Guofa Shou, Lei Ding |
| 2015 | ISNN | A Fully Complex-Valued Neural Network for Rapid Solution of Complex-Valued Systems of Linear Equations. | Lin Xiao, Weiwei Meng, Rongbo Lu, Xi Yang, Bolin Liao, Lei Ding |
| 2015 | IWCMC | Estimating the upper bound of transmission capacity in linear VANET. | Weisen Shi, Xinxin He, Tao Luo, Lei Ding |
| 2014 | ICASSP | Information maximizing DAC noise shaping. | Zhenhua Yu, Arthur J. Redfern, Lei Ding |
| 2013 | KDD | Who is repinning?: predicting a brand's user interactions using social media retrieval. | Shantanu Singh, Yan Wang, Lei Ding |
| 2011 | ICCV | Inferring social relations from visual concepts. | Lei Ding, Alper Yilmaz |
| 2010 | CoNEXT | Towards joint routing and spread-spectrum channelization in cognitive ad hoc networks. | Kanke Gao, Lei Ding |
| 2010 | ECCV | Learning Relations among Movie Characters: A Social Network Perspective. | Lei Ding, Alper Yilmaz |
| 2010 | ECCV | Enhancing Interactive Image Segmentation with Automatic Label Set Augmentation. | Lei Ding, Alper Yilmaz |
| 2010 | ICASSP | Graph based event detection from realistic videos using weak feature correspondence. | Lei Ding, Quanfu Fan, Jen-Hao Hsiao, Sharath Pankanti |
| 2010 | ICIP | An integer programming approach to visual compliance. | Lei Ding, Quanfu Fan, Sharath Pankanti |
| 2010 | SECON | Distributed Routing, Relay Selection, and Spectrum Allocation in Cognitive and Cooperative Ad Hoc Networks. | Lei Ding, Tommaso Melodia, Stella N. Batalama, John D. Matyjas |
| 2010 | SECON | Implementation of a Distributed Joint Routing and Dynamic Spectrum Allocation Algorithm on USRP2 Radios. | Pradeep B. Nagaraju, Lei Ding, Tommaso Melodia, Stella N. Batalama, Dimitrios A. Pados, John D. Matyjas |
| 2009 | MASS | Directed Coverage in Wireless Sensor Networks: Concept and Quality. | Xiaole Bai, Lei Ding, Jin Teng, Changqing Xu, Dong Xuan |
| 2009 | MSWIM | ROSA: distributed joint routing and dynamic spectrum allocation in cognitive radio ad hoc networks. | Lei Ding, Tommaso Melodia, Stella N. Batalama, Michael J. Medley |
| 2008 | ICMLA | Image Segmentation as Learning on Hypergraphs. | Lei Ding, Alper Yilmaz |
| 2008 | ICPR | Adaptive Laplacian eigenfunctions as bases for regression analysis. | Lei Ding, Xiaole Bai |
| 2008 | ICPR | Probabilistic mixtures of differential profiles for shape recognition. | Lei Ding, Mikhail Belkin |
| 2002 | GLOBECOM | Memory polynomial predistorter based on the indirect learning architecture. | Lei Ding, Guo Tong Zhou, Dennis R. Morgan, Zhengxiang Ma, J. Stevenson Kenney, Jaehyeong Kim, Charles R. Giardina |
| 2002 | ICASSP | A Hammerstein predistortion linearization design based on the indirect learning architecture. | Lei Ding, Raviv Raich, Guo Tong Zhou |