Distant Supervision for Polyphone Disambiguation in Mandarin Chinese. - Jiawen Zhang 001; Yuanyuan Zhao; Jiaqi Zhu 001; Jinba Xiao (INTERSPEECH, 2020)

Effective Seed-Guided Topic Labeling for Dataless Hierarchical Short Text Classification. - Yi Yang 060; Hongan Wang; Jiaqi Zhu 001; Wandong Shi; Wenli Guo; Jiawen Zhang 001 (ICWE, 2021)

Knowledge-Enhanced Domain Adaptation in Few-Shot Relation Classification. - Jiawen Zhang 001; Jiaqi Zhu 001; Yi Yang 060; Wandong Shi; Congcong Zhang; Hongan Wang (KDD, 2021)

THGNN: An Embedding-based Model for Anomaly Detection in Dynamic Heterogeneous Social Networks. - Yilin Li 003; Jiaqi Zhu 001; Congcong Zhang; Yi Yang 060; Jiawen Zhang 001; Ying Qiao; Hongan Wang (CIKM, 2023)

Warpformer: A Multi-scale Modeling Approach for Irregular Clinical Time Series. - Jiawen Zhang 001; Shun Zheng 001; Wei Cao 007; Jiang Bian 002; Jia Li 009 (KDD, 2023)

ProbTS: A Unified Toolkit to Probe Deep Time-series Forecasting. - Jiawen Zhang 001; Xumeng Wen; Shun Zheng 001; Jia Li 009; Jiang Bian 002 (CoRR, 2023)

Graph Prompt Learning: A Comprehensive Survey and Beyond. - Xiangguo Sun; Jiawen Zhang 001; Xixi Wu; Hong Cheng 001; Yun Xiong; Jia Li 009 (CoRR, 2023)

ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons. - Jiawen Zhang 001; Xumeng Wen; Zhenwei Zhang; Shun Zheng 001; Jia Li 009; Jiang Bian 002 (NeurIPS, 2024)

ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer. - Jiawen Zhang 001; Shun Zheng 001; Xumeng Wen; Xiaofang Zhou; Jiang Bian 002; Jia Li 009 (NeurIPS, 2024)

Large Language Model as a Universal Clinical Multi-task Decoder. - Yujiang Wu; Hongjian Song; Jiawen Zhang 001; Xumeng Wen; Shun Zheng 001; Jiang Bian 002 (CoRR, 2024)

Are Time-Series Foundation Models Deployment-Ready? A Systematic Study of Adversarial Robustness Across Domains. - Jiawen Zhang 001; Zhenwei Zhang; Shun Zheng 001; Xumeng Wen; Jia Li 009; Jiang Bian 002 (CoRR, 2025)