| 2026 | AAAI | METP: Multi-Granularity Integration of External Covariates for Temporal Point Processes. | Boyang Li, Lingzheng Zhang, Fugee Tsung, Xi Zhang |
| 2026 | AAAI | MedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification. | Jiexia Ye, Weiqi Zhang, Ziyue Li, Jia Li, Fugee Tsung |
| 2026 | CHI | TableTale: Reviving the Narrative Interplay Between Data Tables and Text in Scientific Papers. | Liangwei Wang, Zhengxuan Zhang, Yifan Cao, Fugee Tsung, Yuyu Luo |
| 2025 | ACL | Parameter-Efficient Fine-Tuning via Circular Convolution. | Aochuan Chen, Jiashun Cheng, Zijing Liu, Ziqi Gao, Fugee Tsung, Yu Li, Jia Li |
| 2025 | ACL | Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps. | Jiashun Cheng, Aochuan Chen, Nuo Chen, Ziqi Gao, Yuhan Li, Jia Li, Fugee Tsung |
| 2025 | CHI | Signaling Human Intentions to Service Robots: Understanding the Use of Social Cues during In-Person Conversations. | Hanfang Lyu, Xiaoyu Wang, Nandi Zhang, Shuai Ma, Qian Zhu, Yuhan Luo, Fugee Tsung, Xiaojuan Ma |
| 2025 | CIKM | SCAlign: Transaction Event Prediction via Multi-Scale Market Dynamics Alignment. | Boyang Li, Lingzheng Zhang, Fugee Tsung, Xi Zhang |
| 2025 | ICCV | Genhaze: Pioneering Controllable One-Step Realistic Haze Generation for Real-World Dehazing. | Sixiang Chen, Tian Ye, Yunlong Lin, Yeying Jin, Yijun Yang, Haoyu Chen, Jianyu Lai, Song Fei, Zhaohu Xing, Fugee Tsung, Lei Zhu |
| 2025 | ICLR | CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer. | Yang Liu, Zinan Zheng, Jiashun Cheng, Fugee Tsung, Deli Zhao, Yu Rong, Jia Li |
| 2025 | ICLR | Agent-Oriented Planning in Multi-Agent Systems. | Ao Li, Yuexiang Xie, Songze Li, Fugee Tsung, Bolin Ding, Yaliang Li |
| 2025 | IJCAI | MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning. | Jiexia Ye, Weiqi Zhang, Ziyue Li, Jia Li, Meng Zhao, Fugee Tsung |
| 2025 | WWW | Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation. | Ryotaro Shimizu, Takashi Wada, Yu Wang, Johannes Kruse, Sean O'Brien, Sai Htaung Kham, Linxin Song, Yuya Yoshikawa, Yuki Saito, Fugee Tsung, Masayuki Goto, Julian J. McAuley |
| 2025 | RO-MAN | Dynamic Prompting Improves Turn-taking in Embodied Spoken Dialogue Systems. | Yifan Shen, Dingdong Liu, Xiaoyu Mo, Fugee Tsung, Xiaojuan Ma, Bertram E. Shi |
| 2025 | WSDM | Heterophilic Graph Neural Networks Optimization with Causal Message-passing. | Botao Wang, Jia Li, Heng Chang, Keli Zhang, Fugee Tsung |
| 2024 | CIKM | Data Imputation from the Perspective of Graph Dirichlet Energy. | Weiqi Zhang, Guanlue Li, Jianheng Tang, Jia Li, Fugee Tsung |
| 2024 | ECCV | An Incremental Unified Framework for Small Defect Inspection. | Jiaqi Tang, Hao Lu, Xiaogang Xu, Ruizheng Wu, Sixing Hu, Tong Zhang, Tsz Wa Cheng, Ming Ge, Ying-Cong Chen, Fugee Tsung |
| 2024 | ICLR | SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases. | Yang Liu, Jiashun Cheng, Haihong Zhao, Tingyang Xu, Peilin Zhao, Fugee Tsung, Jia Li, Yu Rong |
| 2024 | VINCI | Behind Gazing: Exploring Boundary Violations Caused by Cognitive Differences. | Jia-Qi Shi, Haichuan Lin, Yixiong Wang, Fugee Tsung |
| 2023 | AAAI | Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning. | Jiashun Cheng, Man Li, Jia Li, Fugee Tsung |
| 2023 | AAAI | Handling Missing Data via Max-Entropy Regularized Graph Autoencoder. | Ziqi Gao, Yifan Niu, Jiashun Cheng, Jianheng Tang, Lanqing Li, Tingyang Xu, Peilin Zhao, Fugee Tsung, Jia Li |
| 2023 | AAAI | Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax. | Yang Liu, Yu Rong, Zhuoning Guo, Nuo Chen, Tingyang Xu, Fugee Tsung, Jia Li |
| 2023 | CIKM | A Co-training Approach for Noisy Time Series Learning. | Weiqi Zhang, Jianfeng Zhang, Jia Li, Fugee Tsung |
| 2023 | ICDE | Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport. | Jianheng Tang, Weiqi Zhang, Jiajin Li, Kangfei Zhao, Fugee Tsung, Jia Li |
| 2023 | KDD | MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. | Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang |
| 2022 | IJCAI | GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning. | Weiqi Zhang, Chen Zhang, Fugee Tsung |
| 2020 | AAAI | Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction. | Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung |
| 2006 | SMC | Monitoring Multivariate Processes Using an Adaptive T2 Chart. | Kaibo Wang, Fugee Tsung |
| 2000 | IDEAL | Integrating KPCA with an Improved Evolutionary Algorithm for Knowledge Discovery in Fault Diagnosis. | Ruixiang Sun, Fugee Tsung, Liangsheng Qu |