| 2026 | AAAI | Regressor-guided Diffusion Model for De Novo Peptide Sequencing with Explicit Mass Control. | Shaorong Chen, Jingbo Zhou, Jun Xia |
| 2026 | AAAI | MergeDNA: Context-Aware Genome Modeling with Dynamic Tokenization Through Token Merging. | Siyuan Li, Kai Yu, Anna Wang, Zicheng Liu, Chang Yu, Jingbo Zhou, Qirong Yang, Yucheng Guo, Xiaoming Zhang, Stan Z. Li |
| 2026 | ACL | AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin. | Jian Xiong, Jingbo Zhou, Jingyong Ye, Qiang Huang, Dejing Dou |
| 2026 | ACL | DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition. | Le Zhang, Shengming Zhang, Rui Zha, Yunpeng Wu, Jingbo Zhou, Jizhou Huang |
| 2026 | KDD | Uncertainty-Aware Planning for Disambiguating User Intent in Interactive LLM Agents: Application to Baidu Maps. | Deqiang Huang, Xinjiang Lu, Jingbo Zhou, Nijia Lu, Fuxin Li, Bo Hong, Chuanming Zhang, Tong Xu, Enhong Chen |
| 2026 | WWW | ARADD: An Automatic Real-World API Discovery and Deployment Framework for AI Guide Service in Baidu Map. | Fuling Wang, Le Zhang, Jingbo Zhou, Jindong Han, Ying Sun, Chuan Qin, Hengshu Zhu, Hui Xiong |
| 2026 | WWW | VecFormer: Towards Efficient and Generalizable Graph Transformer with Graph Token Attention. | Jingbo Zhou, Jun Xia, Siyuan Li, Yunfan Liu, Wenjun Wang, Yufei Huang, Changxi Chi, Mutian Hong, Zhuoli Ouyang, Shu Wang, Zhongqi Wang, Xingyu Wu, Chang Yu, Stan Z. Li |
| 2025 | AAAI | Improving Retrieval Augmented Language Model with Self-Reasoning. | Yuan Xia, Jingbo Zhou, Zhenhui Shi, Jun Chen, Haifeng Huang |
| 2025 | ASPDAC | NoXLock: SiP Activation and Licensing through Obfuscated on-Chip Network and Fuzzy Traffic. | Md. Saad Ul Haque, Azim Uddin, Jingbo Zhou, Hadi Mardani Kamali, Farimah Farahmandi, Mark Tehranipoor |
| 2025 | DASFAA | Killing Two Birds with One Stone: A Spatio-temporal Prompt for the Inductive Traffic Extrapolation. | Leilei Ding, Zhipeng Tang, Le Zhang, Dazhong Shen, Chao Wang, Ziyang Tao, Jingbo Zhou, Yanyong Zhang, Hui Xiong |
| 2025 | ICDE | ARAG: Analysis and Retrieval Augmented Generation for Comprehensive Reasoning over Socioeconomic Data. | Yixiong Xiao, Jingjia Cao, Yangxin Jiang, Jingbo Zhou |
| 2025 | ICLR | ReNovo: Retrieval-Based \emph{De Novo} Mass Spectrometry Peptide Sequencing. | Shaorong Chen, Jun Xia, Jingbo Zhou, Lecheng Zhang, Zhangyang Gao, Bozhen Hu, Cheng Tan, Wenjie Du, Stan Z. Li |
| 2025 | ICLR | Bridging the Gap between Database Search and De Novo Peptide Sequencing with SearchNovo. | Jun Xia, Sizhe Liu, Jingbo Zhou, Shaorong Chen, Hongxin Xiang, Zicheng Liu, Yue Liu, Stan Z. Li |
| 2025 | IJCAI | GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype. | Changxi Chi, Jun Xia, Jingbo Zhou, Jiabei Cheng, Chang Yu, Stan Z. Li |
| 2025 | IJCAI | A Comprehensive and Systematic Review for Deep Learning-Based De Novo Peptide Sequencing. | Jun Xia, Jingbo Zhou, Shaorong Chen, Tianze Ling, Stan Z. Li |
| 2025 | ISCAS | Physical Design-Aware Power Side-Channel Leakage Assessment Framework using Deep Learning. | Dipayan Saha, Jingbo Zhou, Farimah Farahmandi |
| 2025 | KDD | LLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning. | Shengming Zhang, Le Zhang, Jingbo Zhou, Zhi Zheng, Hui Xiong |
| 2025 | WWW | Untitled record | Pengfei Luo, Jingbo Zhou, Tong Xu, Yuan Xia, Linli Xu, Enhong Chen |
| 2024 | AAAI | Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder. | Qiang Zhou, Xinjiang Lu, Jingjing Gu, Zhe Zheng, Bo Jin, Jingbo Zhou |
| 2024 | ACL | Visualization Recommendation with Prompt-based Reprogramming of Large Language Models. | Xinhang Li, Jingbo Zhou, Wei Chen, Derong Xu, Tong Xu, Enhong Chen |
| 2024 | ASPDAC | An Efficient Transfer Learning Assisted Global Optimization Scheme for Analog/RF Circuits. | Zhikai Wang, Jingbo Zhou, Xiaosen Liu, Yan Wang |
| 2024 | CIKM | Spatio-Temporal Sequence Modeling for Traffic Signal Control. | Qian Sun, Le Zhang, Jingbo Zhou, Rui Zha, Yu Mei, Chujie Tian, Hui Xiong |
| 2024 | DASFAA | Hierarchical Cross-Level Graph Contrastive Learning for Drug-Drug Interaction Prediction. | Yuhan Ye, Jingbo Zhou, Shuangli Li, Congxi Xiao, Haochao Ying, Hui Xiong |
| 2024 | ICDE | Scaling Up Multivariate Time Series Pre-Training with Decoupled Spatial-Temporal Representations. | Rui Zha, Le Zhang, Shuangli Li, Jingbo Zhou, Tong Xu, Hui Xiong, Enhong Chen |
| 2024 | IJCAI | Robust Reward Placement under Uncertainty. | Petros Petsinis, Kaichen Zhang, Andreas Pavlogiannis, Jingbo Zhou, Panagiotis Karras |
| 2024 | ISCAS | A Two-step Fine-tuning Assisted Layout Sizing Scheme for Analog/RF Circuits. | Zhikai Wang, Zuochang Ye, Jingbo Zhou, Xiaosen Liu, Yan Wang |
| 2024 | ISPASS | SAP: Silicon Authentication Platform for System-on-Chip Supply Chain Vulnerabilities. | Md Sami Ul Islam Sami, Jingbo Zhou, Sujan Kumar Saha, Fahim Rahman, Farimah Farahmandi, Mark Tehranipoor |
| 2024 | ITC | SECT-HI: Enabling Secure Testing for Heterogeneous Integration to Prevent SiP Counterfeits. | Galib Ibne Haidar, Md Sami Ul Islam Sami, Jingbo Zhou, Kimia Zamiri Azar, Mark Tehranipoor, Farimah Farahmandi |
| 2024 | KDD | Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks. | Weijia Zhang, Le Zhang, Jindong Han, Hao Liu, Yanjie Fu, Jingbo Zhou, Yu Mei, Hui Xiong |
| 2024 | KDD | Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks. | Wenyuan Jiang, Wenwei Wu, Le Zhang, Zixuan Yuan, Jian Xiang, Jingbo Zhou, Hui Xiong |
| 2024 | KDD | CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control. | Qian Sun, Rui Zha, Le Zhang, Jingbo Zhou, Yu Mei, Zhiling Li, Hui Xiong |
| 2024 | KDD | Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions. | Yaqing Wang, Hongming Piao, Daxiang Dong, Quanming Yao, Jingbo Zhou |
| 2024 | KDD | ReFound: Crafting a Foundation Model for Urban Region Understanding upon Language and Visual Foundations. | Congxi Xiao, Jingbo Zhou, Yixiong Xiao, Jizhou Huang, Hui Xiong |
| 2024 | WSDM | A Scalable Open-Source System for Segmenting Urban Areas with Road Networks. | Ming Zhang, Yanyan Li, Jianguo Duan, Jizhou Huang, Jingbo Zhou |
| 2023 | AAAI | Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning. | Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu |
| 2023 | EMNLP | A Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation. | Xi Chen, Xinjiang Lu, Haoran Xin, Wenjun Peng, Haoyang Duan, Feihu Jiang, Jingbo Zhou, Hui Xiong |
| 2023 | ICCV | Tuning Pre-trained Model via Moment Probing. | Mingze Gao, Qilong Wang, Zhenyi Lin, Pengfei Zhu, Qinghua Hu, Jingbo Zhou |
| 2023 | ICDE | A Contextual Master-Slave Framework on Urban Region Graph for Urban Village Detection. | Congxi Xiao, Jingbo Zhou, Jizhou Huang, Hengshu Zhu, Tong Xu, Dejing Dou, Hui Xiong |
| 2023 | ICDE | Multimodal Biological Knowledge Graph Completion via Triple Co-Attention Mechanism. | Derong Xu, Jingbo Zhou, Tong Xu, Yuan Xia, Ji Liu, Enhong Chen, Dejing Dou |
| 2023 | KDD | Multi-Temporal Relationship Inference in Urban Areas. | Shuangli Li, Jingbo Zhou, Ji Liu, Tong Xu, Enhong Chen, Hui Xiong |
| 2023 | KDD | Spatial Heterophily Aware Graph Neural Networks. | Congxi Xiao, Jingbo Zhou, Jizhou Huang, Tong Xu, Hui Xiong |
| 2023 | SIGIR | Matching Point of Interests and Travel Blog with Multi-view Information Fusion. | Shuokai Li, Jingbo Zhou, Jizhou Huang, Hao Chen, Fuzhen Zhuang, Qing He, Dejing Dou |
| 2023 | WSDM | Robust Training of Graph Neural Networks via Noise Governance. | Siyi Qian, Haochao Ying, Renjun Hu, Jingbo Zhou, Jintai Chen, Danny Z. Chen, Jian Wu |
| 2022 | AAAI | GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction. | Shuangli Li, Jingbo Zhou, Tong Xu, Dejing Dou, Hui Xiong |
| 2022 | AAAI | Efficient Device Scheduling with Multi-Job Federated Learning. | Chendi Zhou, Ji Liu, Juncheng Jia, Jingbo Zhou, Yang Zhou, Huaiyu Dai, Dejing Dou |
| 2022 | CGI | Personalized User Interface Elements Recommendation System. | Hao Liu, Xiangxian Li, Wei Gai, Yu Huang, Jingbo Zhou, Chenglei Yang |
| 2022 | EMNLP | Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach. | Miao Chen, Xinjiang Lu, Tong Xu, Yanyan Li, Jingbo Zhou, Dejing Dou, Hui Xiong |
| 2022 | EMNLP | A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction. | Yuan Xia, Zhenhui Shi, Jingbo Zhou, Jiayu Xu, Chao Lu, Yehui Yang, Lei Wang, Haifeng Huang, Xia Zhang, Junwei Liu |
| 2022 | IJCNN | Time-aware Neural Trip Planning Reinforced by Human Mobility. | Linlang Jiang, Jingbo Zhou, Tong Xu, Yanyan Li, Hao Chen, Dejing Dou |
| 2022 | ISCAS | Low-Complexity AES Architectures Resilient to Power Analysis Attacks. | Jingbo Zhou, Elsayed Elgendy, Eslam Yahya Tawfik, Xinmiao Zhang |
| 2021 | AAAI | Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing. | Runze Wang, Zhen-Hua Ling, Jingbo Zhou, Yu Hu |
| 2021 | AAAI | C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak. | Congxi Xiao, Jingbo Zhou, Jizhou Huang, An Zhuo, Ji Liu, Haoyi Xiong, Dejing Dou |
| 2021 | CIKM | CHASE: Commonsense-Enriched Advertising on Search Engine with Explicit Knowledge. | Chao Zhang, Jingbo Zhou, Xiaoling Zang, Qing Xu, Liang Yin, Xiang He, Lin Liu, Haoyi Xiong, Dejing Dou |
| 2021 | ICDE | Description Generation for Points of Interest. | Meng Zhou, Jingbo Zhou, Yanjie Fu, Zhaochun Ren, Xiaoli Wang, Hui Xiong |
| 2021 | KDD | Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity. | Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong |
| 2021 | KDD | Medical Entity Relation Verification with Large-scale Machine Reading Comprehension. | Yuan Xia, Chunyu Wang, Zhenhui Shi, Jingbo Zhou, Chao Lu, Haifeng Huang, Hui Xiong |
| 2020 | AAAI | Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis. | Yuan Xia, Jingbo Zhou, Zhenhui Shi, Chao Lu, Haifeng Huang |
| 2020 | AAAI | Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction. | Weijia Zhang, Hao Liu, Yanchi Liu, Jingbo Zhou, Hui Xiong |
| 2020 | EMNLP | Joint Intent Detection and Entity Linking on Spatial Domain Queries. | Lei Zhang, Runze Wang, Jingbo Zhou, Jingsong Yu, Zhenhua Ling, Hui Xiong |
| 2020 | ICDE | An Adaptive Master-Slave Regularized Model for Unexpected Revenue Prediction Enhanced with Alternative Data. | Jin Xu, Jingbo Zhou, Yongpo Jia, Jian Li, Hui Xiong |
| 2020 | ICDM | Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection. | Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu |
| 2020 | IJCNLP | Point-of-Interest Oriented Question Answering with Joint Inference of Semantic Matching and Distance Correlation. | Yifei Yuan, Jingbo Zhou, Wai Lam |
| 2020 | ISCAS | A New Logic-Locking Scheme Resilient to Gate Removal Attack. | Jingbo Zhou, Xinmiao Zhang |
| 2020 | KDD | Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine. | Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong |
| 2020 | KDD | Competitive Analysis for Points of Interest. | Shuangli Li, Jingbo Zhou, Tong Xu, Hao Liu, Xinjiang Lu, Hui Xiong |
| 2020 | KDD | Geodemographic Influence Maximization. | Kaichen Zhang, Jingbo Zhou, Donglai Tao, Panagiotis Karras, Qing Li, Hui Xiong |
| 2020 | KDD | Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning. | Jingbo Zhou, Zhenwei Tang, Min Zhao, Xiang Ge, Fuzhen Zhuang, Meng Zhou, Liming Zou, Chenglei Yang, Hui Xiong |
| 2020 | SIGIR | Spatial Object Recommendation with Hints: When Spatial Granularity Matters. | Hui Luo, Jingbo Zhou, Zhifeng Bao, Shuangli Li, J. Shane Culpepper, Haochao Ying, Hao Liu, Hui Xiong |
| 2019 | ISCAS | Hardware Obfuscation of AES through Finite Field Construction Variation. | Xinmiao Zhang, Phillip Shvartsman, Jingbo Zhou, Eslam Yahya Tawfik |
| 2019 | KDD | A Collaborative Learning Framework to Tag Refinement for Points of Interest. | Jingbo Zhou, Shan Gou, Renjun Hu, Dongxiang Zhang, Jin Xu, Airong Jiang, Ying Li, Hui Xiong |
| 2018 | ICDE | A Generic Inverted Index Framework for Similarity Search on the GPU. | Jingbo Zhou, Qi Guo, H. V. Jagadish, Lubos Krcl, Siyuan Liu, Wenhao Luan, Anthony K. H. Tung, Yueji Yang, Yuxin Zheng |
| 2016 | AAAI | Fusing Social Networks with Deep Learning for Volunteerism Tendency Prediction. | Yongpo Jia, Xuemeng Song, Jingbo Zhou, Li Liu, Liqiang Nie, David S. Rosenblum |
| 2015 | SIGMOD | SMiLer: A Semi-Lazy Time Series Prediction System for Sensors. | Jingbo Zhou, Anthony K. H. Tung |
| 2013 | ER | sonSchema: A Conceptual Schema for Social Networks. | Zhifeng Bao, Y. C. Tay, Jingbo Zhou |
| 2013 | ER | sonSQL: An Extensible Relational DBMS for Social Network Start-Ups. | Zhifeng Bao, Jingbo Zhou, Y. C. Tay |
| 2013 | KDD | A "semi-lazy" approach to probabilistic path prediction. | Jingbo Zhou, Anthony K. H. Tung, Wei Wu, Wee Siong Ng |
| 2012 | IJCNN | Multiscale saliency detection using principle component analysis. | Jingbo Zhou, Zhong Jin, Jingyu Yang |
| 2010 | ICNC | Face recognition based on the quotient image method and sparse representation. | Zhonghua Liu, Jingbo Zhou, Jun Yin, Zhong Jin |
| 2010 | ICPR | Face Recognition Based on Illumination Adaptive LDA. | Zhonghua Liu, Jingbo Zhou, Zhong Jin |