| 2026 | AAAI | HyCoRA: Hyper-Contrastive Role-Adaptive Learning for Role-Playing. | Shihao Yang, Zhicong Lu, Yong Yang, Bo Lv, Yang Shen, Nayu Liu |
| 2026 | ACL | Orthogonal Representation Editing: Decoupling Semantic Entanglement in Batch Knowledge Editing of LLMs. | Wenhao Yu, Zhicong Lu, Bo Lv, Fangyin Ma, Kaiwen Wei, Shihao Yang, Nayu Liu |
| 2026 | INFOCOM | Room-scale 2D Passive Acoustic Tracking and Gait Recognition using a Smart Speaker. | Zhaohui Li, Yongmin Zhang, Shihao Yang, Jianxi Chen |
| 2025 | ICLR | In-context Time Series Predictor. | Jiecheng Lu, Yan Sun, Shihao Yang |
| 2025 | ICML | Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting. | Jiecheng Lu, Shihao Yang |
| 2025 | ICML | WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting. | Jiecheng Lu, Xu Han, Yan Sun, Shihao Yang |
| 2025 | IJCNN | LSPNet: A Local Semantic Perception Network for Topic Segmentation. | Shihao Yang, Shaoru Zhang, Yue Jiang, Ziyi Zhang, Ming Fang, Shuhua Liu |
| 2025 | NAACL | A Unified Supervised and Unsupervised Dialogue Topic Segmentation Framework Based on Utterance Pair Modeling. | Shihao Yang, Ziyi Zhang, Yue Jiang, Chunsheng Qin, Shuhua Liu |
| 2024 | ICLR | ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning. | Jiecheng Lu, Xu Han, Shihao Yang |
| 2024 | ICML | CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables. | Jiecheng Lu, Xu Han, Yan Sun, Shihao Yang |
| 2024 | SMC | Detection Method of Teaching Discourse Richness Based on Prompt Learning and Pre-Trained Language Model. | Shuhua Liu, Yiwei Guo, Shihao Yang, Fengqin Yang |
| 2023 | ICDM | Deep Attention Q-Network for Personalized Treatment Recommendation. | Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang |
| 2021 | ACSSC | Causal Graph and Social Network Analysis for the Spread of COVID-19 from Self-reported Indicator Data. | Shaoou Chen, Yao Xie, Shihao Yang |
| 2021 | ICRA | Parallel Actuation of Nanorod Swarm and Nanoparticle Swarm to Different Targets. | Xingzhou Du, Dongdong Jin, Qianqian Wang, Shihao Yang, Philip Wai Yan Chiu, Li Zhang |