| 2026 | AAAI | Facial-R1: Aligning Reasoning and Recognition for Facial Emotion Analysis. | Jiulong Wu, Yucheng Shen, Lingyong Yan, Haixin Sun, Deguo Xia, Jizhou Huang, Min Cao |
| 2026 | ACL | Student Guides Teacher: Weak-to-Strong Inference via Spectral Orthogonal Exploration. | Dayu Wang, Jiaye Yang, Weikang Li, Jiahui Liang, Yang Li, Deguo Xia, Jizhou Huang |
| 2026 | ACL | Adversarial Yet Cooperative: Multi-Perspective Reasoning in Retrieved-Augmented Language Models. | Can Xu, Lingyong Yan, Jiayi Wu, Haosen Wang, Shuaiqiang Wang, Yuchen Li, Jizhou Huang, Dawei Yin, Xiang Li |
| 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 |
| 2025 | EMNLP | Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization. | Jiulong Wu, Zhengliang Shi, Shuaiqiang Wang, Jizhou Huang, Dawei Yin, Lingyong Yan, Min Cao, Min Zhang |
| 2025 | ICLR | Distribution-Specific Agnostic Conditional Classification With Halfspaces. | Jizhou Huang, Brendan Juba |
| 2025 | KDD | LDMapNet-U: An End-to-End System for City-Scale Lane-Level Map Updating. | Deguo Xia, Weiming Zhang, Xiyan Liu, Wei Zhang, Chenting Gong, Xiao Tan, Jizhou Huang, Mengmeng Yang, Diange Yang |
| 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 | KDD | DuMapNet: An End-to-End Vectorization System for City-Scale Lane-Level Map Generation. | Deguo Xia, Weiming Zhang, Xiyan Liu, Wei Zhang, Chenting Gong, Jizhou Huang, Mengmeng Yang, Diange Yang |
| 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 | 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 | 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 |
| 2022 | CIKM | DuMapper: Towards Automatic Verification of Large-Scale POIs with Street Views at Baidu Maps. | Miao Fan, Jizhou Huang, Haifeng Wang |
| 2022 | CIKM | DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. | Jizhou Huang, Zhengjie Huang, Xiaomin Fang, Shikun Feng, Xuyi Chen, Jiaxiang Liu, Haitao Yuan, Haifeng Wang |
| 2022 | CIKM | DuIVRS: A Telephonic Interactive Voice Response System for Large-Scale POI Attribute Acquisition at Baidu Maps. | Jizhou Huang, Haifeng Wang, Shaolei Wang |
| 2022 | CIKM | DuARUS: Automatic Geo-object Change Detection with Street-view Imagery for Updating Road Database at Baidu Maps. | Deguo Xia, Jizhou Huang, Jianzhong Yang, Xiyan Liu, Haifeng Wang |
| 2022 | CIKM | DuTraffic: Live Traffic Condition Prediction with Trajectory Data and Street Views at Baidu Maps. | Deguo Xia, Xiyan Liu, Wei Zhang, Hui Zhao, Chengzhou Li, Weiming Zhang, Jizhou Huang, Haifeng Wang |
| 2022 | KDD | ERNIE-GeoL: A Geography-and-Language Pre-trained Model and its Applications in Baidu Maps. | Jizhou Huang, Haifeng Wang, Yibo Sun, Yunsheng Shi, Zhengjie Huang, An Zhuo, Shikun Feng |
| 2022 | KDD | DuIVA: An Intelligent Voice Assistant for Hands-free and Eyes-free Voice Interaction with the Baidu Maps App. | Jizhou Huang, Haifeng Wang, Shiqiang Ding, Shaolei Wang |
| 2022 | KDD | DuARE: Automatic Road Extraction with Aerial Images and Trajectory Data at Baidu Maps. | Jianzhong Yang, Xiaoqing Ye, Bin Wu, Yanlei Gu, Ziyu Wang, Deguo Xia, Jizhou Huang |
| 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 | GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps. | Yibo Sun, Jizhou Huang, Chunyuan Yuan, Miao Fan, Haifeng Wang, Ming Liu, Bing Qin |
| 2021 | ICCV | DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features. | Min Yang, Dongliang He, Miao Fan, Baorong Shi, Xuetong Xue, Fu Li, Errui Ding, Jizhou Huang |
| 2021 | KDD | Curriculum Meta-Learning for Next POI Recommendation. | Yudong Chen, Xin Wang, Miao Fan, Jizhou Huang, Shengwen Yang, Wenwu Zhu |
| 2021 | KDD | SSML: Self-Supervised Meta-Learner for En Route Travel Time Estimation at Baidu Maps. | Xiaomin Fang, Jizhou Huang, Fan Wang, Lihang Liu, Yibo Sun, Haifeng Wang |
| 2021 | KDD | Meta-Learned Spatial-Temporal POI Auto-Completion for the Search Engine at Baidu Maps. | Miao Fan, Yibo Sun, Jizhou Huang, Haifeng Wang, Ying Li |
| 2021 | KDD | HGAMN: Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps. | Jizhou Huang, Haifeng Wang, Yibo Sun, Miao Fan, Zhengjie Huang, Chunyuan Yuan, Yawen Li |
| 2020 | ICTIR | A Multistage Ranking Strategy for Personalized Hotel Recommendation with Human Mobility Data. | Yiwei Li, Miao Fan, Jizhou Huang, Kan Li |
| 2020 | KDD | ConSTGAT: Contextual Spatial-Temporal Graph Attention Network for Travel Time Estimation at Baidu Maps. | Xiaomin Fang, Jizhou Huang, Fan Wang, Lingke Zeng, Haijin Liang, Haifeng Wang |
| 2020 | KDD | Personalized Prefix Embedding for POI Auto-Completion in the Search Engine of Baidu Maps. | Jizhou Huang, Haifeng Wang, Miao Fan, An Zhuo, Ying Li |
| 2020 | KDD | Understanding the Impact of the COVID-19 Pandemic on Transportation-related Behaviors with Human Mobility Data. | Jizhou Huang, Haifeng Wang, Miao Fan, An Zhuo, Yibo Sun, Ying Li |
| 2019 | AAAI | Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos. | Dongliang He, Xiang Zhao, Jizhou Huang, Fu Li, Xiao Liu, Shilei Wen |
| 2019 | CIKM | MONOPOLY: Learning to Price Public Facilities for Revaluing Private Properties with Large-Scale Urban Data. | Miao Fan, Jizhou Huang, An Zhuo, Ying Li, Ping Li, Haifeng Wang |
| 2018 | IJCAI | Improving Entity Recommendation with Search Log and Multi-Task Learning. | Jizhou Huang, Wei Zhang, Yaming Sun, Haifeng Wang, Ting Liu |
| 2017 | IJCAI | Learning to Explain Entity Relationships by Pairwise Ranking with Convolutional Neural Networks. | Jizhou Huang, Wei Zhang, Shiqi Zhao, Shiqiang Ding, Haifeng Wang |
| 2016 | IJCAI | Generating Recommendation Evidence Using Translation Model. | Jizhou Huang, Shiqi Zhao, Shiqiang Ding, Haiyang Wu, Mingming Sun, Haifeng Wang |
| 2007 | IJCAI | Extracting Chatbot Knowledge from Online Discussion Forums. | Jizhou Huang, Ming Zhou, Dan Yang |