CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs. - Jinfeng Zhou; Bo Wang 011; Ruifang He; Yuexian Hou (EMNLP (1), 2021)

A Study on the New Mode of Traditional Music Cross-cultural Transmission via the Internet. - Jinfeng Zhou (ICACS, 2021)

TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph. - Zhitong Yang; Bo Wang 011; Jinfeng Zhou; Yue Tan; Dongming Zhao; Kun Huang; Ruifang He; Yuexian Hou (COLING, 2022)

CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence Modeling. - Jinfeng Zhou; Bo Wang 011; Zhitong Yang; Dongming Zhao; Kun Huang; Ruifang He; Yuexian Hou (COLING, 2022)

CDConv: A Benchmark for Contradiction Detection in Chinese Conversations. - Chujie Zheng; Jinfeng Zhou; Yinhe Zheng; Libiao Peng; Zhen Guo; Wenquan Wu; Zheng-Yu Niu; Hua Wu 003; Minlie Huang (EMNLP, 2022)

Aligning Recommendation and Conversation via Dual Imitation. - Jinfeng Zhou; Bo Wang 011; Minlie Huang; Dongming Zhao; Kun Huang; Ruifang He; Yuexian Hou (EMNLP, 2022)

Fabric defect classification using prototypical network of few-shot learning algorithm. - Zhu Zhan; Jinfeng Zhou; Bugao Xu (Comput. Ind., 2022)

Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach. - Jinfeng Zhou; Zhuang Chen 002; Bo Wang; Minlie Huang (ACL (1), 2023)

CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation. - Jinfeng Zhou; Chujie Zheng; Bo Wang 011; Zheng Zhang 020; Minlie Huang (ACL (1), 2023)

A fast compact difference scheme with unequal time-steps for the tempered time-fractional Black-Scholes model. - Jinfeng Zhou; Xian-Ming Gu; Jinye Shen; Yong-Liang Zhao; Hu Li (CoRR, 2023)

CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models. - Jinfeng Zhou; Zhuang Chen 002; Dazhen Wan; Bosi Wen; Yi Song; Jifan Yu; Yongkang Huang; Libiao Peng; Jiaming Yang; Xiyao Xiao; Sahand Sabour; Xiaohan Zhang; et al. (CoRR, 2023)

Position-Wise Gated Res2Net-Based Convolutional Network with Selective Fusing for Sentiment Analysis. - Jinfeng Zhou; Xiaoqin Zeng; Yang Zou 001; Haoran Zhu (Entropy, 2023)

ToMBench: Benchmarking Theory of Mind in Large Language Models. - Zhuang Chen 002; Jincenzi Wu; Jinfeng Zhou; Bosi Wen; Guanqun Bi; Gongyao Jiang; Yaru Cao; Mengting Hu; Yunghwei Lai; Zexuan Xiong; Minlie Huang (ACL (1), 2024)

EmoBench: Evaluating the Emotional Intelligence of Large Language Models. - Sahand Sabour; Siyang Liu 003; Zheyuan Zhang; June M. Liu; Jinfeng Zhou; Alvionna S. Sunaryo; Tatia M. C. Lee; Rada Mihalcea; Minlie Huang (ACL (1), 2024)

CharacterGLM: Customizing Social Characters with Large Language Models. - Jinfeng Zhou; Zhuang Chen 002; Dazhen Wan; Bosi Wen; Yi Song; Jifan Yu; Yongkang Huang; Pei Ke; Guanqun Bi; Libiao Peng; Jiaming Yang; Xiyao Xiao; et al. (EMNLP (Industry Track), 2024)

Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph. - Zhuang Chen 002; Jiawen Deng; Jinfeng Zhou; Jincenzi Wu; Tieyun Qian; Minlie Huang (NAACL-HLT, 2024)

Benchmarking Complex Instruction-Following with Multiple Constraints Composition. - Bosi Wen; Pei Ke; Xiaotao Gu; Lindong Wu; Hao Huang; Jinfeng Zhou; Wenchuang Li; Binxin Hu; Wendy Gao; Jiaxing Xu; Yiming Liu; Jie Tang; et al. (NeurIPS, 2024)

EmoBench: Evaluating the Emotional Intelligence of Large Language Models. - Sahand Sabour; Siyang Liu 003; Zheyuan Zhang; June M. Liu; Jinfeng Zhou; Alvionna S. Sunaryo; Juanzi Li; Tatia M. C. Lee; Rada Mihalcea; Minlie Huang (CoRR, 2024)

Benchmarking Complex Instruction-Following with Multiple Constraints Composition. - Bosi Wen; Pei Ke; Xiaotao Gu; Lindong Wu; Hao Huang; Jinfeng Zhou; Wenchuang Li; Binxin Hu; Wendy Gao; Jiaxin Xu; Yiming Liu; Jie Tang 001; et al. (CoRR, 2024)

A fast compact difference scheme with unequal time-steps for the tempered time-fractional Black-Scholes model. - Jinfeng Zhou; Xian-Ming Gu; Yong-Liang Zhao; Hu Li (Int. J. Comput. Math., 2024)

High-speed parallel segmentation algorithms of MeanShift for litchi canopies based on Spark and Hadoop. - Hongyi Xiong; Jianhua Wang; Yiming Xiao; Fangjun Xiao; Renhuang Huang; Licong Hong; Bofei Wu; Jinfeng Zhou; Yongbin Long; Yubin Lan (Int. J. Model. Simul. Sci. Comput., 2024)

SocialSim: Towards Socialized Simulation of Emotional Support Conversation. - Zhuang Chen 002; Yaru Cao; Guanqun Bi; Jincenzi Wu; Jinfeng Zhou; Xiyao Xiao; Si Chen; Hongning Wang; Minlie Huang (AAAI, 2025)

CharacterBench: Benchmarking Character Customization of Large Language Models. - Jinfeng Zhou; Yongkang Huang; Bosi Wen; Guanqun Bi; Yuxuan Chen; Pei Ke; Zhuang Chen 002; Xiyao Xiao; Libiao Peng; Kuntian Tang; Rongsheng Zhang; Le Zhang; et al. (AAAI, 2025)

HPSS: Heuristic Prompting Strategy Search for LLM Evaluators. - Bosi Wen; Pei Ke; Yufei Sun; Cunxiang Wang; Xiaotao Gu; Jinfeng Zhou; Jie Tang; Hongning Wang; Minlie Huang (ACL (Findings), 2025)

SocialEval: Evaluating Social Intelligence of Large Language Models. - Jinfeng Zhou; Yuxuan Chen; Yihan Shi; Xuanming Zhang; Leqi Lei; Yi Feng; Zexuan Xiong; Miao Yan; Xunzhi Wang; Yaru Cao; Jianing Yin; Shuai Wang; et al. (ACL (1), 2025)

A large-scale lychee image parallel classification algorithm based on spark and deep learning. - Yiming Xiao; Jianhua Wang; Hongyi Xiong; Fangjun Xiao; Renhuang Huang; Licong Hong; Bofei Wu; Jinfeng Zhou; Yongbin Long; Yubin Lan (Comput. Electron. Agric., 2025)

Navigating COP16's digital sequence information outcomes: What researchers need to do in practice. - Melania Muñoz-García; K. C. Bansal; Yiming Bao; Sarah C. Brinkley; Elena Buzan; David Castle; Martha Lucía Cepeda-Hernández; Solenne Correard; Andrew J. Crawford; Jessica M. da Silva; Manuela da Silva; Sonigitu Ekpe; et al. (Patterns, 2025)

Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues. - Jinfeng Zhou; Yuxuan Chen; Jianing Yin; Yongkang Huang; Yihan Shi; Xikun Zhang 008; Libiao Peng; Rongsheng Zhang; Tangjie Lv; Zhipeng Hu; Hongning Wang; Minlie Huang (CoRR, 2025)

Enhancing aspect-level sentiment analysis through the integration of local context interdependencies and syntactic quality compensation. - Jinfeng Zhou; Xiaoqin Zeng; Yang Zou 001; Haoran Zhu (J. Supercomput., 2025)

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making. - Kehan Zheng; Jinfeng Zhou; Hongning Wang (CoRR, 2025)