| 2026 | ACL | Learning Dynamic Representations and Policies from Multimodal Clinical Time-Series with Informative Missingness. | Zihan Liang, Ziwen Pan, Ruoxuan Xiong |
| 2026 | ACL | DART: Mitigating Harm Drift in Difference-Aware LLMs via Distill-Audit-Repair Training. | Ziwen Pan, Zihan Liang, Jad Kabbara, Ali Emami |
| 2026 | ACL | CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval. | Zhipeng Qian, Zihan Liang, Yufei Ma, Ben Chen, Huangyu Dai, Yiwei Ma, Jiayi Ji, Chenyi Lei, Han Li, Xiaoshuai Sun |
| 2026 | WWW | COINS: Semantic Ids Enhanced Cold Item Representation for Click-through Rate Prediction in E-commerce Search. | Qihang Zhao, Zhongbo Sun, Xiaoyang Zheng, Xian Guo, Siyuan Wang, Zihan Liang, Mingcan Peng, Ben Chen, Chenyi Lei |
| 2025 | CIKM | H-PRM: A Pluggable Hotword Pre-Retrieval Module for Various Speech Recognition Systems. | Huangyu Dai, Lingtao Mao, Ben Chen, Zihan Wang, Zihan Liang, Ying Han, Chenyi Lei, Han Li |
| 2025 | CIKM | UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion. | Zihan Liang, Yufei Ma, Zhipeng Qian, Huangyu Dai, Zihan Wang, Ben Chen, Chenyi Lei, Yuqing Ding, Han Li |
| 2025 | EMNLP | Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness. | Zihan Liang, Ziwen Pan, Ruoxuan Xiong |
| 2025 | EMNLP | InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering. | Zihan Wang, Zihan Liang, Zhou Shao, Yufei Ma, Huangyu Dai, Ben Chen, Lingtao Mao, Chenyi Lei, Yuqing Ding, Han Li |
| 2024 | EMNLP | MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning. | Yufei Ma, Zihan Liang, Huangyu Dai, Ben Chen, Dehong Gao, Zhuoran Ran, Zihan Wang, Linbo Jin, Wen Jiang, Guannan Zhang, Xiaoyan Cai, Libin Yang |
| 2024 | EMNLP | Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation. | Huangyu Dai, Ben Chen, Kaidi Chen, Ying Han, Zihan Liang, Wen Jiang |
| 2024 | EMNLP | Self-Renewal Prompt Optimizing with Implicit Reasoning. | Zihan Liang, Ben Chen, Zhuoran Ran, Zihan Wang, Huangyu Dai, Yufei Ma, Dehong Gao, Xiaoyan Cai, Libin Yang |
| 2022 | EMNLP | AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant. | Weixian Lei, Difei Gao, Yuxuan Wang, Dongxing Mao, Zihan Liang, Lingmin Ran, Mike Zheng Shou |