A Deep Top-K Relevance Matching Model for Ad-hoc Retrieval. - Zhou Yang 012; Qingfeng Lan; Jiafeng Guo; Yixing Fan; Xiaofei Zhu; Yanyan Lan; Yue Wang; Xueqi Cheng (CCIR, 2018)

Exploiting Emotion-Semantic Correlations for Empathetic Response Generation. - Zhou Yang 012; Zhaochun Ren; Yufeng Wang; Xiaofei Zhu; Zhihao Chen; Tiecheng Cai; Yunbing Wu; Yisong Su; Sibo Ju; Xiangwen Liao (EMNLP (Findings), 2023)

An Iterative Associative Memory Model for Empathetic Response Generation. - Zhou Yang 012; Zhaochun Ren; Yufeng Wang; Haizhou Sun; Chao Chen; Xiaofei Zhu; Xiangwen Liao (ACL (1), 2024)

CTSM: Combining Trait and State Emotions for Empathetic Response Model. - Yufeng Wang; Chao Chen; Zhou Yang 012; Shuhui Wang; Xiangwen Liao (LREC/COLING, 2024)

Enhancing Empathetic Response Generation by Augmenting LLMs with Small-scale Empathetic Models. - Zhou Yang 012; Zhaochun Ren; Yufeng Wang; Shizhong Peng; Haizhou Sun; Xiaofei Zhu; Xiangwen Liao (CoRR, 2024)

E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theory. - Zhou Yang 012; Zhaochun Ren; Chenglong Ye; Yufeng Wang; Haizhou Sun; Chao Chen; Xiaofei Zhu; Yunbing Wu; Xiangwen Liao (CoRR, 2024)

CMATH: Cross-Modality Augmented Transformer with Hierarchical Variational Distillation for Multimodal Emotion Recognition in Conversation. - Xiaofei Zhu; Jiawei Cheng; Zhou Yang 012; Zhuo Chen; Qingyang Wang; Jianfeng Yao (CoRR, 2024)

Situation-aware empathetic response generation. - Zhou Yang 012; Zhaochun Ren; Yufeng Wang; Haizhou Sun; Xiaofei Zhu; Xiangwen Liao (Inf. Process. Manag., 2024)

DHKD: A Debiased Hierarchical Knowledge Distillation for Multimodal Emotion Recognition in Conversation. - Jiawei Cheng; Zhou Yang 012; Xiaofei Zhu (ICIC (18), 2025)

TF-MERC: Integrating Time-Frequency Information for Multimodal Emotion Recognition in Conversation. - Jiawei Cheng; Xiaofei Zhu; Zhou Yang 012 (ICMR, 2025)

A Preference-driven Conjugate Denoising Method for sequential recommendation with side information. - Xiaofei Zhu; Minqin Li; Zhou Yang 012 (Inf. Process. Manag., 2025)

Exploring Information Processing in Large Language Models: Insights from Information Bottleneck Theory. - Zhou Yang 012; Zhengyu Qi; Zhaochun Ren; Zhikai Jia; Haizhou Sun; Xiaofei Zhu; Xiangwen Liao (CoRR, 2025)