Global-Selector: A New Benchmark Dataset and Model Architecture for Multi-turn Response Selection. - Chiyu Song; Hongliang He 002; Huachuan Qiu; Haofei Yu; Zhenzhong Lan (CoRR, 2021)

Towards Automated Real-time Evaluation in Text-based Counseling. - Anqi Li 002; Jingsong Ma; Lizhi Ma; Pengfei Fang; Hongliang He 002; Zhenzhong Lan (CoRR, 2022)

Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding. - Hongliang He 002; Junlei Zhang; Zhenzhong Lan; Yue Zhang 004 (AAAI, 2023)

Understanding Client Reactions in Online Mental Health Counseling. - Anqi Li 002; Lizhi Ma; Yaling Mei; Hongliang He 002; Shuai Zhang; Huachuan Qiu; Zhenzhong Lan (ACL (1), 2023)

Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems. - Chiyu Song; Hongliang He 002; Haofei Yu; Pengfei Fang; Leyang Cui; Zhenzhong Lan (ACL (Findings), 2023)

A Benchmark for Understanding Dialogue Safety in Mental Health Support. - Huachuan Qiu; Tong Zhao; Anqi Li 002; Shuai Zhang; Hongliang He 002; Zhenzhong Lan (NLPCC (2), 2023)

Latent Jailbreak: A Benchmark for Evaluating Text Safety and Output Robustness of Large Language Models. - Huachuan Qiu; Shuai Zhang; Anqi Li 002; Hongliang He 002; Zhenzhong Lan (CoRR, 2023)

PsyBench: a balanced and in-depth Psychological Chinese Evaluation Benchmark for Foundation Models. - Junlei Zhang; Hongliang He 002; Nirui Song; Shuyuan He; Shuai Zhang; Huachuan Qiu; Anqi Li 002; Lizhi Ma; Zhenzhong Lan (CoRR, 2023)

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models. - Hongliang He 002; Wenlin Yao; Kaixin Ma; Wenhao Yu 002; Yong Dai 001; Hongming Zhang 009; Zhenzhong Lan; Dong Yu 001 (ACL (1), 2024)

Facilitating Pornographic Text Detection for Open-Domain Dialogue Systems via Knowledge Distillation of Large Language Models. - Huachuan Qiu; Shuai Zhang; Hongliang He 002; Anqi Li 002; Zhenzhong Lan (CSCWD, 2024)

SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support. - Huachuan Qiu; Hongliang He 002; Shuai Zhang; Anqi Li 002; Zhenzhong Lan (EMNLP (Findings), 2024)

OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization. - Hongliang He 002; Wenlin Yao; Kaixin Ma; Wenhao Yu 002; Hongming Zhang 009; Tianqing Fang; Zhenzhong Lan; Dong Yu 001 (ACL (1), 2025)

ConceptPsy: A comprehensive benchmark suite for hierarchical psychological concept understanding in LLMs. - Junlei Zhang; Hongliang He 002; Lizhi Ma; Nirui Song; Shuyuan He; Shuai Zhang; Huachuan Qiu; Zhanchao Zhou; Anqi Li 002; Yong Dai 001; Renjun Xu; Zhenzhong Lan (Neurocomputing, 2025)

The Expressions of Depression and Anxiety in Chinese Psycho-counseling: Usage of First-person Singular Pronoun and Negative Emotional Words. - Lizhi Ma; Tong Zhao; Shuai Zhang; Nirui Song; Hongliang He 002; Anqi Li 002; Ran Feng; Huachuan Qiu; Jingsong Ma; Zhenzhong Lan (CoRR, 2025)

Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents. - Yuhan Guo; Cong Guo; Aiwen Sun; Hongliang He 002; Xinyu Yang; Yue Lu; Yingji Zhang; Xuntao Guo; Dong Zhang; Jianzhuang Liu; Jiang Duan; Yijia Xiao; et al. (CoRR, 2025)

Inclusion Arena: An Open Platform for Evaluating Large Foundation Models with Real-World Apps. - Kangyu Wang; Hongliang He 002; Lin Liu; Ruiqi Liang; Zhenzhong Lan; Jianguo Li (CoRR, 2025)