| 2026 | AAAI | Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning. | Jingtian Ma, Jingyuan Wang, Leong Hou U |
| 2026 | AAAI | Re-architecting Personalized Federated Learning for Demanding Edge Environments. | Quyang Pan, Sheng Sun, Tingting Wi, Zhiyuan Wu, Yuwei Wang, Min Liu, Bo Gao, Jingyuan Wang |
| 2026 | AAAI | RoSA: Enhancing Parameter-Efficient Fine-Tuning via RoPE-aware Selective Adaptation in Large Language Models. | Dayan Pan, Jingyuan Wang, Yilong Zhou, Jiawei Cheng, Pengyue Jia, Xiangyu Zhao |
| 2026 | AAAI | Task-Aware Meta-Learning on Heterogeneous Knowledge Graph for POI Recommendation. | Jingyuan Wang, Zhichun Wang, Tong Lu, Yiming Guan |
| 2026 | AAAI | ICAD-LLM: One-for-All Anomaly Detection via In-Context Learning with Large Language Models. | Zhongyuan Wu, Jingyuan Wang, Zexuan Cheng, Yilong Zhou, Weizhi Wang, Juhua Pu, Chao Li, Changqing Ma |
| 2026 | AAAI | Multi-Agent Pointer Transformer: Seq-to-Seq Reinforcement Learning for Multi-Vehicle Dynamic Pickup-Delivery Problems. | Zengyu Zou, Jingyuan Wang, Yixuan Huang, Junjie Wu |
| 2026 | ACL | MiniRAG: A Lightweight RAG system with Small Language Models. | Tianyu Fan, Jingyuan Wang, Xubin Ren, Chao Huang |
| 2026 | ACL | LightReasoner: Can Small Language Models Teach Large Language Models Reasoning? | Jingyuan Wang, Yankai Chen, Zhonghang Li, Chao Huang |
| 2025 | AAAI | POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning. | Jiawei Cheng, Jingyuan Wang, Yichuan Zhang, Jiahao Ji, Yuanshao Zhu, Zhibo Zhang, Xiangyu Zhao |
| 2025 | AAAI | Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning. | Chengkai Han, Jingyuan Wang, Yongyao Wang, Xie Yu, Hao Lin, Chao Li, Junjie Wu |
| 2025 | AAAI | GTG: Generalizable Trajectory Generation Model for Urban Mobility. | Jingyuan Wang, Yujing Lin, Yudong Li |
| 2025 | ADMA | LLM-Augmented Spatio-Temporal Graph Learning for POI Recommendation. | Jingyuan Wang, Zhichun Wang, Tong Lu, Chaowen Yan |
| 2025 | APWEB | Retrieval-Based Knowledge Consistency Validation for Fake News Detection. | Ruize An, Jingyuan Wang, Richong Zhang, Jing Zhang, Ruipeng Luan |
| 2025 | CIKM | Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models. | Dayan Pan, Zhaoyang Fu, Jingyuan Wang, Xiao Han, Yue Zhu, Xiangyu Zhao |
| 2025 | EMNLP | Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents. | Ziyang Miao, Qiyu Sun, Jingyuan Wang, Yuchen Gong, Yaowei Zheng, Shiqi Li, Richong Zhang |
| 2025 | ICASSP | A Lightweight and Real-Time Binaural Speech Enhancement Model with Spatial Cues Preservation. | Jingyuan Wang, Jie Zhang, Shihao Chen, Miao Sun |
| 2025 | ICDE | Learnable Sparse Customization in Heterogeneous Edge Computing. | Jingjing Xue, Sheng Sun, Min Liu, Yuwei Wang, Zhuotao Liu, Jingyuan Wang |
| 2025 | ICDE | BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis. | Xie Yu, Jingyuan Wang, Yifan Yang, Qian Huang, Ke Qu |
| 2025 | ICML | ProDiff: Prototype-Guided Diffusion for Minimal Information Trajectory Imputation. | Tianci Bu, Le Zhou, Wenchuan Yang, Jianhong Mou, Kang Yang, Suoyi Tan, Feng Yao, Jingyuan Wang, Xin Lu |
| 2025 | ICML | Approximation to Smooth Functions by Low-Rank Swish Networks. | Zimeng Li, Hongjun Li, Jingyuan Wang, Ke Tang |
| 2025 | ICML | Distributionally Robust Policy Learning under Concept Drifts. | Jingyuan Wang, Zhimei Ren, Ruohan Zhan, Zhengyuan Zhou |
| 2025 | IJCAI | HygMap: Representing All Types of Map Entities via Heterogeneous Hypergraph. | Yifan Yang, Jingyuan Wang, Xie Yu, Yibang Tang |
| 2025 | IECON | Impact of PM Bar Position and Dimension on the Electromagnetic Characteristics of Enhanced Stator PM Hybrid Stepping Motor. | Xiaobao Chai, Jinglin Liu, Maixia Shang, Jingyuan Wang, Feiyang Liu, Zehua Yang |
| 2025 | IECON | Strategy for Parameter Tuning of PI Controller for PMSMs Based on Improved Particle Algorithm. | Jingyuan Wang, Jinglin Liu, Yulin Yang, Xinran Shi, Maixia Shang, Xiaobao Chai |
| 2025 | KDD | Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting. | Chen Yang, Jingyuan Wang, Xiaohan Jiang, Junjie Wu |
| 2025 | KDD | Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction. | Jiahao Ji, Wentao Zhang, Jingyuan Wang, Chao Huang |
| 2024 | AAAI | Full Bayesian Significance Testing for Neural Networks. | Zehua Liu, Zimeng Li, Jingyuan Wang, Yue He |
| 2024 | ACML | Refining Visual Perception for Decoration Display: A Self-Enhanced Deep Captioning Model. | Longfei Huang, Xiangyu Wu, Jingyuan Wang, Weili Guo, Yang Yang |
| 2024 | EMNLP | Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment. | Zhipeng Chen, Kun Zhou, Xin Zhao, Jingyuan Wang, Ji-Rong Wen |
| 2024 | ICLR | AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction. | Kethmi Hirushini Hettige, Jiahao Ji, Shili Xiang, Cheng Long, Gao Cong, Jingyuan Wang |
| 2024 | ICML | Adaptively Learning to Select-Rank in Online Platforms. | Jingyuan Wang, Perry Dong, Ying Jin, Ruohan Zhan, Zhengyuan Zhou |
| 2024 | IJCAI | Full Bayesian Significance Testing for Neural Networks in Traffic Forecasting. | Zehua Liu, Jingyuan Wang, Zimeng Li, Yue He |
| 2024 | KSEM | Traj-MergeGAN: A Trajectory Privacy Preservation Model Based on Generative Adversarial Network. | Lida Guo, Zimeng Li, Jingyuan Wang |
| 2023 | AAAI | PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction. | Jiawei Jiang, Chengkai Han, Wayne Xin Zhao, Jingyuan Wang |
| 2023 | AAAI | Continuous Trajectory Generation Based on Two-Stage GAN. | Wenjun Jiang, Wayne Xin Zhao, Jingyuan Wang, Jiawei Jiang |
| 2023 | AAAI | Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction. | Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng |
| 2023 | ACL | The Web Can Be Your Oyster for Improving Language Models. | Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jingyuan Wang, Jian-Yun Nie, Ji-Rong Wen |
| 2023 | EMNLP | Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models. | Xiaolei Wang, Xinyu Tang, Xin Zhao, Jingyuan Wang, Ji-Rong Wen |
| 2023 | ICDE | Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics. | Jiawei Jiang, Dayan Pan, Houxing Ren, Xiaohan Jiang, Chao Li, Jingyuan Wang |
| 2023 | Interspeech | Real-Time Causal Spectro-Temporal Voice Activity Detection Based on Convolutional Encoding and Residual Decoding. | Jingyuan Wang, Jie Zhang, Li-Rong Dai |
| 2023 | KDD | WHEN: A Wavelet-DTW Hybrid Attention Network for Heterogeneous Time Series Analysis. | Jingyuan Wang, Chen Yang, Xiaohan Jiang, Junjie Wu |
| 2023 | RecSys | Integrating Explicit and Implicit Feature Interactions for Online Ad Installation Forecasting. | Jiawei Jiang, Bing Wang, Jingyuan Wang |
| 2022 | AAAI | STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction. | Jiahao Ji, Jingyuan Wang, Zhe Jiang, Jiawei Jiang, Hu Zhang |
| 2022 | CIKM | RSD: A Reinforced Siamese Network with Domain Knowledge for Early Diagnosis. | Houxing Ren, Jingyuan Wang, Wayne Xin Zhao |
| 2022 | CIKM | LibEpidemic: An Open-source Framework for Modeling Infectious Disease with Bigdata. | Honghao Shi, Qijian Tian, Jingyuan Wang, Jiawei Cheng |
| 2022 | HCI | The Road of "Bie-modern" of Periodization of Chinese Design Modern History. | Wenzhi Wu, Jingyuan Wang, Xiaoyu Hu |
| 2022 | IJCAI | Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware Neural Network Approach. | Haiping Ma, Jingyuan Wang, Hengshu Zhu, Xin Xia, Haifeng Zhang, Xingyi Zhang, Lei Zhang |
| 2022 | KDD | Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning. | Jiahao Ji, Jingyuan Wang, Junjie Wu, Boyang Han, Junbo Zhang, Yu Zheng |
| 2022 | KDD | Generative Adversarial Networks Enhanced Pre-training for Insufficient Electronic Health Records Modeling. | Houxing Ren, Jingyuan Wang, Wayne Xin Zhao |
| 2022 | NAACL | ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models. | Junyi Li, Tianyi Tang, Zheng Gong, Lixin Yang, Zhuohao Yu, Zhipeng Chen, Jingyuan Wang, Xin Zhao, Ji-Rong Wen |
| 2022 | SIGIR | Alleviating Spurious Correlations in Knowledge-aware Recommendations through Counterfactual Generator. | Shanlei Mu, Yaliang Li, Wayne Xin Zhao, Jingyuan Wang, Bolin Ding, Ji-Rong Wen |
| 2021 | KDD | RAPT: Pre-training of Time-Aware Transformer for Learning Robust Healthcare Representation. | Houxing Ren, Jingyuan Wang, Wayne Xin Zhao, Ning Wu |
| 2020 | ICDM | Interpretable Spatiotemporal Deep Learning Model for Traffic Flow Prediction based on Potential Energy Fields. | Jiahao Ji, Jingyuan Wang, Zhe Jiang, Jingtian Ma, Hu Zhang |
| 2020 | KDD | Interpretability is a Kind of Safety: An Interpreter-based Ensemble for Adversary Defense. | Jingyuan Wang, Yufan Wu, Mingxuan Li, Xin Lin, Junjie Wu, Chao Li |
| 2020 | KDD | Learning Effective Road Network Representation with Hierarchical Graph Neural Networks. | Ning Wu, Wayne Xin Zhao, Jingyuan Wang, Dayan Pan |
| 2019 | AAAI | SVM-Based Deep Stacking Networks. | Jingyuan Wang, Kai Feng, Junjie Wu |
| 2019 | CIKM | Learning to Effectively Estimate the Travel Time for Fastest Route Recommendation. | Ning Wu, Jingyuan Wang, Wayne Xin Zhao, Yang Jin |
| 2019 | KDD | Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation. | Jingyuan Wang, Ning Wu, Wayne Xin Zhao, Fanzhang Peng, Xin Lin |
| 2019 | KDD | AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks. | Jingyuan Wang, Yang Zhang, Ke Tang, Junjie Wu, Zhang Xiong |
| 2019 | KSEM | DST: A Deep Urban Traffic Flow Prediction Framework Based on Spatial-Temporal Features. | Jingyuan Wang, Yukun Cao, Ye Du, Li Li |
| 2018 | AAAI | CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model for Urban Resident Recognition. | Jingyuan Wang, Xu He, Ze Wang, Junjie Wu, Nicholas Jing Yuan, Xing Xie, Zhang Xiong |
| 2018 | CSCWD | Enhancing Long Tail Recommendation Based on User's Experience Evolution. | Yong Wang, Jingyuan Wang, Li Li |
| 2018 | DASFAA | Extracting Label Importance Information for Multi-label Classification. | Dengbao Wang, Li Li, Jingyuan Wang, Fei Hu, Xiuzhen Zhang |
| 2018 | IJCNN | A Deep Prediction Model of Traffic Flow Considering Precipitation Impact. | Jingyuan Wang, Fei Hu, Xiaofei Xu, Dengbao Wang, Li Li |
| 2018 | KDD | Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis. | Jingyuan Wang, Ze Wang, Jianfeng Li, Junjie Wu |
| 2018 | KDD | Inferring Metapopulation Propagation Network for Intra-city Epidemic Control and Prevention. | Jingyuan Wang, Xiaojian Wang, Junjie Wu |
| 2018 | KSEM | P-DBL: A Deep Traffic Flow Prediction Architecture Based on Trajectory Data. | Jingyuan Wang, Xiaofei Xu, Jun He, Li Li |
| 2018 | Mobiquitous | Dynamic Price Prediction in Ride-on-demand Service with Multi-source Urban Data. | Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu, Dah Ming Chiu |
| 2018 | PAKDD | A Locally Adaptive Multi-Label k-Nearest Neighbor Algorithm. | Dengbao Wang, Jingyuan Wang, Fei Hu, Li Li, Xiuzhen Zhang |
| 2018 | TrustCom | Pangr: A Behavior-Based Automatic Vulnerability Detection and Exploitation Framework. | Danjun Liu, Jingyuan Wang, Zelin Rong, Xianya Mi, Fangyu Gai, Yong Tang, Baosheng Wang |
| 2017 | AAAI | Coupling Implicit and Explicit Knowledge for Customer Volume Prediction. | Jingyuan Wang, Yating Lin, Junjie Wu, Zhong Wang, Zhang Xiong |
| 2017 | APWEB | A Joint Model for Water Scarcity Evaluation. | Jingyuan Wang, Li Li |
| 2017 | APWEB | Efficient Stance Detection with Latent Feature. | Xiaofei Xu, Fei Hu, Peiwen Du, Jingyuan Wang, Li Li |
| 2017 | APWEB | Learning Intermediary Category Labels for Personal Recommendation. | Wenli Yu, Li Li, Jingyuan Wang, Dengbao Wang, Yong Wang, Zhanbo Yang, Min Huang |
| 2017 | DASFAA | Memory-Enhanced Latent Semantic Model: Short Text Understanding for Sentiment Analysis. | Fei Hu, Xiaofei Xu, Jingyuan Wang, Zhanbo Yang, Li Li |
| 2017 | ICONIP | Deep Bi-directional Long Short-Term Memory Model for Short-Term Traffic Flow Prediction. | Jingyuan Wang, Fei Hu, Li Li |
| 2017 | ICONIP | Learning Image Representation Based on Convolutional Neural Networks. | Zhanbo Yang, Fei Hu, Jingyuan Wang, Jinjing Zhang, Li Li |
| 2017 | ICWS | ProductRec: Product Bundle Recommendation Based on User's Sequential Patterns in Social Networking Service Environment. | Wenli Yu, Li Li, Xiaofei Xu, Dengbao Wang, Jingyuan Wang, Shiping Chen |
| 2017 | KDD | No Longer Sleeping with a Bomb: A Duet System for Protecting Urban Safety from Dangerous Goods. | Jingyuan Wang, Chao Chen, Junjie Wu, Zhang Xiong |
| 2017 | WoWMoM | City-Eyes: A multi-source data integration basec smart city analysis system. | Zijian Ma, Dan Lu, Qian Liu, Jingyuan Wang, Zhang Xiong |
| 2016 | ICDM | Traffic Speed Prediction and Congestion Source Exploration: A Deep Learning Method. | Jingyuan Wang, Qian Gu, Junjie Wu, Guannan Liu, Zhang Xiong |
| 2014 | APWEB | Discovering Urban Spatio-temporal Structure from Time-Evolving Traffic Networks. | Jingyuan Wang, Fei Gao, Peng Cui, Chao Li, Zhang Xiong |
| 2013 | ICNC | A hole filling algorithm for depth image based rendering based on gradient information. | Dan Wang, Yan Zhao, Jingyuan Wang, Zheng Wang |
| 2013 | ICNC | Improvement of visual fatigue based on vertical parallax elimination. | Bailing Zhou, Yan Zhao, Jingyuan Wang, Hexin Chen |
| 2012 | SC | Meshing the Universe: Integrating Analysis in Cosmological Simulations. | Tom Peterka, Juliana Kwan, Adrian Pope, Hal Finkel, Katrin Heitmann, Salman Habib, Jingyuan Wang, George Zagaris |
| 2011 | INFOCOM | TCP-FIT: An improved TCP congestion control algorithm and its performance. | Jingyuan Wang, Jiangtao Wen, Jun Zhang, Yuxing Han |
| 2011 | SC | Simplified parallel domain traversal. | Wesley Kendall, Jingyuan Wang, Melissa R. Allen, Tom Peterka, Jian Huang, David Erickson |
| 2008 | MMSP | CCL-SVC: Optimizing user experience of broadcasting video on computation capability limited handheld devices. | Jingyuan Wang, Lifeng Sun, Bin Li, Meng Zhang, Shiqiang Yang |