| 2026 | ACL | Spectra: A Mechanistic Interpretability Library for Vision-Language Models. | Clement Neo, Yongsen Zheng, Kwok-Yan Lam, Luke Ong |
| 2025 | ACL | CMHKF: Cross-Modality Heterogeneous Knowledge Fusion for Weakly Supervised Video Anomaly Detection. | Guohua Wang, Shengping Song, Wuchun He, Yongsen Zheng |
| 2025 | ACL | HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System. | Yongsen Zheng, Mingjie Qian, Guohua Wang, Yang Liu, Ziliang Chen, Mingzhi Mao, Liang Lin, Kwok-Yan Lam |
| 2025 | ACL | Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender System. | Yongsen Zheng, Zongxuan Xie, Guohua Wang, Ziyao Liu, Liang Lin, Kwok-Yan Lam |
| 2025 | CVPR | Cross-modal Causal Relation Alignment for Video Question Grounding. | Weixing Chen, Yang Liu, Binglin Chen, Jiandong Su, Yongsen Zheng, Liang Lin |
| 2025 | KDD | AlphaAgent: LLM-Driven Alpha Mining with Regularized Exploration to Counteract Alpha Decay. | Ziyi Tang, Zechuan Chen, Jiarui Yang, Jiayao Mai, Yongsen Zheng, Keze Wang, Jinrui Chen, Liang Lin |
| 2024 | AAAI | Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach. | Ziliang Chen, Yongsen Zheng, Zhao-Rong Lai, Quanlong Guan, Liang Lin |
| 2024 | AAAI | FacetCRS: Multi-Faceted Preference Learning for Pricking Filter Bubbles in Conversational Recommender System. | Yongsen Zheng, Ziliang Chen, Jinghui Qin, Liang Lin |
| 2024 | ACL | HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation. | Yongsen Zheng, Ruilin Xu, Ziliang Chen, Guohua Wang, Mingjie Qian, Jinghui Qin, Liang Lin |
| 2024 | EMNLP | Mitigating Matthew Effect: Multi-Hypergraph Boosted Multi-Interest Self-Supervised Learning for Conversational Recommendation. | Yongsen Zheng, Ruilin Xu, Guohua Wang, Liang Lin, Kwok-Yan Lam |
| 2023 | EMNLP | HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System. | Mingjie Qian, Yongsen Zheng, Jinghui Qin, Liang Lin |