Publications (87)
A Tutorial on Regression Analysis: From Linear Models to Deep Learning -- Lecture Notes on Artificial Intelligence
Jingyuan Wang, Jiahao Ji
PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction
Jiawei Jiang, Chengkai Han, Wayne Xin Zhao +1
Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment
Zhipeng Chen, Kun Zhou, Wayne Xin Zhao +2
Spatio-Temporal Data Enhanced Vision-Language Model for Traffic Scene Understanding
Jingtian Ma, Jingyuan Wang, Wayne Xin Zhao +2
Distributionally Robust Policy Learning under Concept Drifts
Jingyuan Wang, Zhimei Ren, Ruohan Zhan +1
Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models
Dayan Pan, Zhaoyang Fu, Jingyuan Wang +3
Revealing the Origin of Time-reversal Symmetry Breaking in Fe-chalcogenide Superconductor FeTe1-xSex
Camron Farhang, Nader Zaki, Jingyuan Wang +3
Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning
Jingtian Ma, Jingyuan Wang, Leong Hou U
DLGE: Dual Local-Global Encoding for Generalizable Cross-BCI-Paradigm
Jingyuan Wang, Junhua Li
Automatic Attenuation Control for Mitigating Photon-Counting Saturation in SPAD-based Optical Wireless Communications
Chen Wang, Zhiyong Xu, Jingyuan Wang +3
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning
Chengkai Han, Jingyuan Wang, Yongyao Wang +4
Interpreting Deep Learning Model Using Rule-based Method
Xiaojian Wang, Jingyuan Wang, Ke Tang
Genie Centurion: Accelerating Scalable Real-World Robot Training with Human Rewind-and-Refine Guidance
Wenhao Wang, Jianheng Song, Chiming Liu +13
Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction
Jiahao Ji, Wentao Zhang, Jingyuan Wang +1
FedCache 2.0: Federated Edge Learning with Knowledge Caching and Dataset Distillation
Quyang Pan, Sheng Sun, Zhiyuan Wu +4
Multi-Factor Spatio-Temporal Prediction based on Graph Decomposition Learning
Jiahao Ji, Jingyuan Wang, Yu Mou +1
The Web Can Be Your Oyster for Improving Large Language Models
Junyi Li, Tianyi Tang, Wayne Xin Zhao +3
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models
Junyi Li, Tianyi Tang, Zheng Gong +6
LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction
Jiawei Jiang, Chengkai Han, Wenjun Jiang +2
CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model for Urban Resident Recognition
Jingyuan Wang, Xu He, Ze Wang +4
Impact of Temperature and Relative Humidity on the Transmission of COVID-19: A Modeling Study in China and the United States
Jingyuan Wang, Ke Tang, Kai Feng +4
Research on the Spatial Data Intelligent Foundation Model
Shaohua Wang, Xing Xie, Yong Li +28
NJUST-KMG at TRAC-2024 Tasks 1 and 2: Offline Harm Potential Identification
Jingyuan Wang, Shengdong Xu, Yang Yang
Tailoring Hybrid Anomalous Hall Response in Engineered Magnetic Topological Insulator Heterostructures
Peng Chen, Yong Zhang, Qi Yao +14
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction
Jiahao Ji, Jingyuan Wang, Chao Huang +5
Unconventional Optical Rotation in the Charge Ordered State of Kagome Metal CsV3Sb5
Camron Farhang, Jingyuan Wang, Brenden R. Ortiz +2
Towards Effective MLLM Jailbreaking Through Balanced On-Topicness and OOD-Intensity
Zuoou Li, Weitong Zhang, Jingyuan Wang +4
A Novel Signal Detection Method for Photon-Counting Communications with Nonlinear Distortion Effects
Chen Wang, Zhiyong Xu, Jingyuan Wang +7
Infinite Retrieval: Attention Enhanced LLMs in Long-Context Processing
Xiaoju Ye, Zhichun Wang, Jingyuan Wang
ICAD-LLM: One-for-All Anomaly Detection via In-Context Learning with Large Language Models
Zhongyuan Wu, Jingyuan Wang, Zexuan Cheng +5
A Modular Multitask Reasoning Framework Integrating Spatio-temporal Models and LLMs
Kethmi Hirushini Hettige, Jiahao Ji, Cheng Long +3
AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
Kethmi Hirushini Hettige, Jiahao Ji, Shili Xiang +3
Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-$N$ Recommendation
Hui Wang, Kun Zhou, Wayne Xin Zhao +2
Cosmological gravitational particle production in multifield inflation
Edward W. Kolb, Sarunas Verner, Jingyuan Wang
RoboClaw: An Agentic Framework for Scalable Long-Horizon Robotic Tasks
Ruiying Li, Yunlang Zhou, YuYao Zhu +15
Absence of spontaneous time-reversal symmetry breaking and ferromagnetism in superconducting NiBi3 single crystal
Jingyuan Wang, Camron Farhang, Di Yue +3
From Target Tracking to Targeting Track -- Part III: Stochastic Process Modeling and Online Learning
Tiancheng Li, Jingyuan Wang, Guchong Li +1
Unified Data Management and Comprehensive Performance Evaluation for Urban Spatial-Temporal Prediction [Experiment, Analysis & Benchmark]
Jiawei Jiang, Chengkai Han, Wayne Xin Zhao +1
MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation
Tianyu Fan, Jingyuan Wang, Xubin Ren +1
LightReasoner: Can Small Language Models Teach Large Language Models Reasoning?
Jingyuan Wang, Yankai Chen, Zhonghang Li +1
Are L2 adversarial examples intrinsically different?
Mingxuan Li, Jingyuan Wang, Yufan Wu
Creation of spin-3/2 dark matter via cosmological gravitational particle production
Edward W. Kolb, Andrew J. Long, Evan McDonough +1
An AI-assisted Economic Model of Endogenous Mobility and Infectious Diseases: The Case of COVID-19 in the United States
Lin William Cong, Ke Tang, Bing Wang +1
Adaptively Learning to Select-Rank in Online Platforms
Jingyuan Wang, Perry Dong, Ying Jin +2
Reconciling strange metal transport in CeCoIn$_5$ through the difference of optical and cyclotron effective masses
Jingyuan Wang, Zhenisbek Tagay, Liyu Shi +10
Proposal Report for the 2nd SciCAP Competition 2024
Pengpeng Li, Tingmin Li, Jingyuan Wang +2
Interpretability is a Kind of Safety: An Interpreter-based Ensemble for Adversary Defense
Jingyuan Wang, Yufan Wu, Mingxuan Li +3
Learnable Sparse Customization in Heterogeneous Edge Computing
Jingjing Xue, Sheng Sun, Min Liu +3
Time-reversal symmetry breaking in charge density wave of CsV$_3$Sb$_5$ detected by polar Kerr effect
Yajian Hu, Soichiro Yamane, Giordano Mattoni +10
POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning
Jiawei Cheng, Jingyuan Wang, Yichuan Zhang +4
A Lightweight and Real-Time Binaural Speech Enhancement Model with Spatial Cues Preservation
Jingyuan Wang, Jie Zhang, Shihao Chen +1
AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks
Jingyuan Wang, Yang Zhang, Ke Tang +2
Inferring Metapopulation Propagation Network for Intra-city Epidemic Control and Prevention
Jingyuan Wang, Xiaojian Wang, Junjie Wu
Deep Sequence Modeling: Development and Applications in Asset Pricing
Lin William Cong, Ke Tang, Jingyuan Wang +1
Predictability of road traffic and congestion in urban areas
Jingyuan Wang, Yu Mao, Jing Li +3
STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction
Jiahao Ji, Jingyuan Wang, Zhe Jiang +2
Continuous Trajectory Generation Based on Two-Stage GAN
Wenjun Jiang, Wayne Xin Zhao, Jingyuan Wang +1
BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis
Xie Yu, Jingyuan Wang, Yifan Yang +2
ProDiff: Prototype-Guided Diffusion for Minimal Information Trajectory Imputation
Tianci Bu, Le Zhou, Wenchuan Yang +6
Understanding Urban Dynamics via Context-aware Tensor Factorization with Neighboring Regularization
Jingyuan Wang, Junjie Wu, Ze Wang +2
Correlation-driven eightfold magnetic anisotropy in a two-dimensional oxide monolayer
Zhangzhang Cui, Alexander J. Grutter, Hua Zhou +15
SOAR: Real-Time Joint Optimization of Order Allocation and Robot Scheduling in Robotic Mobile Fulfillment Systems
Yibang Tang, Yifan Yang, Jingyuan Wang +2
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents
Ziyang Miao, Qiyu Sun, Jingyuan Wang +4
Resolving the discrepancy between MOKE measurements at 1550-nm wavelength on Kagome Metal CsV3Sb5
Jingyuan Wang, Camron Farhang, Brenden R. Ortiz +2
Statistical Tests for Replacing Human Decision Makers with Algorithms
Kai Feng, Han Hong, Ke Tang +1
Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis
Jingyuan Wang, Ze Wang, Jianfeng Li +1
Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting
Chen Yang, Jingyuan Wang, Xiaohan Jiang +1
BUAA_BIGSCity: Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022
Jiawei Jiang, Chengkai Han, Jingyuan Wang
Full Bayesian Significance Testing for Neural Networks
Zehua Liu, Zimeng Li, Jingyuan Wang +1
RoSA: Enhancing Parameter-Efficient Fine-Tuning via RoPE-aware Selective Adaptation in Large Language Models
Dayan Pan, Jingyuan Wang, Yilong Zhou +3
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models
Xiaolei Wang, Xinyu Tang, Wayne Xin Zhao +2
Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics
Jiawei Jiang, Dayan Pan, Houxing Ren +3
Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation
Jingyuan Wang, Ning Wu, Wayne Xin Zhao +2
SVM-based Deep Stacking Networks
Jingyuan Wang, Kai Feng, Junjie Wu
Multi-Agent Pointer Transformer: Seq-to-Seq Reinforcement Learning for Multi-Vehicle Dynamic Pickup-Delivery Problems
Zengyu Zou, Jingyuan Wang, Yixuan Huang +1
DLink: Distilling Layer-wise and Dominant Knowledge from EEG Foundation Models
Jingyuan Wang, Zhihao Jia, Chenyu Liu +7
HieraMix: A Hierarchical MLP-Mixer for Large-Scale Traffic Forecasting
Yongyao Wang, Xie Yu, Jingyuan Wang +2
OSInsert: Towards High-authenticity and High-fidelity Image Composition
Jingyuan Wang, Li Niu
UniPhy: Unifying Riemannian-Clifford Geometry and Biorthogonal Dynamics for Planetary-Scale Continuous Weather Modeling
Ruiqing Yan, Haoyu Deng, Yuhang Shao +3
GTG: Generalizable Trajectory Generation Model for Urban Mobility
Jingyuan Wang, Yujing Lin, Yudong Li
Exact Fit Attention in Node-Holistic Graph Convolutional Network for Improved EEG-Based Driver Fatigue Detection
Meiyan Xu, Qingqing Chen, Duo Chen +7
Decision Making with Machine Learning and ROC Curves
Kai Feng, Han Hong, Ke Tang +1
VecCity: A Taxonomy-guided Library for Map Entity Representation Learning
Wentao Zhang, Jingyuan Wang, Yifan Yang +1
Jointly Learning Representations for Map Entities via Heterogeneous Graph Contrastive Learning
Jiawei Jiang, Yifan Yang, Jingyuan Wang +1
Unified Analytical Framework for SPAD Array Receivers with Dead-Time-Induced Blocking Loss and Inter-Symbol Interference in PAM-OWC Systems
Chen Wang, Zhiyong Xu, Jingyuan Wang +3
A knowledge transfer model for COVID-19 predicting and non-pharmaceutical intervention simulation
Jingyuan Wang, Xin Lin, Yuxi Liu +3
Performance Analysis of Photon-Limited Free-Space Optical Communications with Practical Photon-Counting Receivers
Chen Wang, Zhiyong Xu, Jingyuan Wang +7