Jiahao Ji

27 papers A* 6A 2Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
How to Break It Down for Building It Up? Theory-Guided Graph Decomposition Learning for Spatiotemporal Traffic Prediction.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiahao Ji, Jingyuan Wang, Yu Mou, Cheng Long, Junjie Wu
2025 J jnl
A Modular Multitask Reasoning Framework Integrating Spatio-temporal Models and LLMs.
CoRR
Kethmi Hirushini Hettige, Jiahao Ji, Cheng Long, Shili Xiang, Gao Cong, Jingyuan Wang
2025 J jnl
A Tutorial on Regression Analysis: From Linear Models to Deep Learning - Lecture Notes on Artificial Intelligence.
CoRR
Jingyuan Wang, Jiahao Ji
2025 — conf
Bid2X: Revealing Dynamics of Bidding Environment in Online Advertising from A Foundation Model Lens.
KDD (2)
Jiahao Ji, Tianyu Wang, Yeshu Li, Yusen Huo, Zhilin Zhang, Chuan Yu, Jian Xu, Bo Zheng
2025 J jnl
Bid2X: Revealing Dynamics of Bidding Environment in Online Advertising from A Foundation Model Lens.
CoRR
Jiahao Ji, Tianyu Wang, Yeshu Li, Yushen Huo, Zhilin Zhang, Chuan Yu, Jian Xu, Bo Zheng
2025 J jnl
HSTMixer: A Hierarchical MLP-Mixer for Large-Scale Traffic Forecasting.
CoRR
Yongyao Wang, Jingyuan Wang, Xie Yu, Jiahao Ji, Chao Li
2025 A* conf
POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning.
AAAI
Jiawei Cheng, Jingyuan Wang, Yichuan Zhang, Jiahao Ji, Yuanshao Zhu, Zhibo Zhang, Xiangyu Zhao
2025 J jnl
POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning.
CoRR
Jiawei Cheng, Jingyuan Wang, Yichuan Zhang, Jiahao Ji, Yuanshao Zhu, Zhibo Zhang, Xiangyu Zhao
2025 J jnl
Research on Space Object Orbital Prediction Using Long Short-Term Memory Neural Networks.
J. Aerosp. Inf. Syst.
Qingshan Luo, Yaxue Zhong, Mengtao Xing, Xu Liu, Jiahao Ji, Yurui Xu, Yunsheng Yao
2025 — conf
Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction.
KDD (1)
Jiahao Ji, Wentao Zhang, Jingyuan Wang, Chao Huang
2024 A conf
Advancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search.
CIKM
Enqiang Xu, Xinhui Li, Zhigong Zhou, Jiahao Ji, Jinyuan Zhao, Dadong Miao, Songlin Wang, Lin Liu, Sulong Xu
2024 J jnl
Advancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search.
CoRR
Enqiang Xu, Xinhui Li, Zhigong Zhou, Jiahao Ji, Jinyuan Zhao, Dadong Miao, Songlin Wang, Lin Liu, Sulong Xu
2024 A* conf
AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction.
ICLR
Kethmi Hirushini Hettige, Jiahao Ji, Shili Xiang, Cheng Long, Gao Cong, Jingyuan Wang
2024 J jnl
AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction.
CoRR
Kethmi Hirushini Hettige, Jiahao Ji, Shili Xiang, Cheng Long, Gao Cong, Jingyuan Wang
2024 — conf
Weight Light, Hear Right: Heart Sound Classification with a Low-Complexity Model.
EUSIPCO
Jiahao Ji, Lixian Zhu, Haojie Zhang, Kun Qian, Kele Xu, Zikai Song, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023 A conf
Enhancing New Intent Discovery via Robust Neighbor-based Contrastive Learning.
INTERSPEECH
Zhenhe Wu, Xiaoguang Yu, Meng Chen, Liangqing Wu, Jiahao Ji, Zhoujun Li
2023 J jnl
Multi-Factor Spatio-Temporal Prediction based on Graph Decomposition Learning.
CoRR
Jiahao Ji, Jingyuan Wang, Yu Mou, Cheng Long
2023 J jnl
Self-Supervised Deconfounding Against Spatio-Temporal Shifts: Theory and Modeling.
CoRR
Jiahao Ji, Wentao Zhang, Jingyuan Wang, Yue He, Chao Huang
2023 A* conf
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction.
AAAI
Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng
2023 J jnl
Traffic Flow Prediction Based on Spatiotemporal Potential Energy Fields.
IEEE Trans. Knowl. Data Eng.
Jingyuan Wang, Jiahao Ji, Zhe Jiang, Leilei Sun
2022 — conf
DialCSP: A Two-Stage Attention-Based Model for Customer Satisfaction Prediction in E-commerce Customer Service.
ECML/PKDD (3)
Zhenhe Wu, Liangqing Wu, Shuangyong Song, Jiahao Ji, Bo Zou, Zhoujun Li, Xiaodong He
2022 A* conf
Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning.
KDD
Jiahao Ji, Jingyuan Wang, Junjie Wu, Boyang Han, Junbo Zhang, Yu Zheng
2022 A* conf
STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction.
AAAI
Jiahao Ji, Jingyuan Wang, Zhe Jiang, Jiawei Jiang, Hu Zhang
2022 J jnl
STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction.
CoRR
Jiahao Ji, Jingyuan Wang, Zhe Jiang, Jiawei Jiang, Hu Zhang
2022 J jnl
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction.
CoRR
Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng
2020 A* conf
Interpretable Spatiotemporal Deep Learning Model for Traffic Flow Prediction based on Potential Energy Fields.
ICDM
Jiahao Ji, Jingyuan Wang, Zhe Jiang, Jingtian Ma, Hu Zhang
2020 J jnl
Primary Categorizing and Masking Cerebral Small Vessel Disease Based on "Deep Learning System".
Frontiers Neuroinformatics
Yunyun Duan, Wei Shan, Liying Liu, Qun Wang, Zhenzhou Wu, Pan Liu, Jiahao Ji, Yaou Liu, Kunlun He, Yongjun Wang