ConvLab: Multi-Domain End-to-End Dialog System Platform. - Sungjin Lee; Qi Zhu 007; Ryuichi Takanobu; Zheng Zhang 020; Yaoqin Zhang; Xiang Li 001; Jinchao Li; Baolin Peng; Xiujun Li; Minlie Huang; Jianfeng Gao 001 (ACL (3), 2019)

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems. - Qi Zhu 007; Zheng Zhang 020; Yan Fang; Xiang Li 001; Ryuichi Takanobu; Jinchao Li; Baolin Peng; Jianfeng Gao 001; Xiaoyan Zhu 001; Minlie Huang (ACL (demo), 2020)

Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation. - Ryuichi Takanobu; Qi Zhu 007; Jinchao Li; Baolin Peng; Jianfeng Gao 001; Minlie Huang (SIGdial, 2020)

CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset. - Qi Zhu 007; Kaili Huang; Zheng Zhang 020; Xiaoyan Zhu 001; Minlie Huang (Trans. Assoc. Comput. Linguistics, 2020)

Continual Prompt Tuning for Dialog State Tracking. - Qi Zhu 007; Bing Li; Fei Mi; Xiaoyan Zhu 001; Minlie Huang (ACL (1), 2022)

A Unified Dialogue User Simulator for Few-shot Data Augmentation. - Dazhen Wan; Zheng Zhang 020; Qi Zhu 007; Lizi Liao; Minlie Huang (EMNLP (Findings), 2022)

ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format. - Qi Zhu 007; Christian Geishauser; Hsien-Chin Lin; Carel van Niekerk; Baolin Peng; Zheng Zhang 020; Michael Heck; Nurul Lubis; Dazhen Wan; Xiaochen Zhu; Jianfeng Gao 001; Milica Gasic; et al. (CoRR, 2022)

KPT: Keyword-Guided Pre-training for Grounded Dialog Generation. - Qi Zhu 007; Fei Mi; Zheng Zhang 020; Yasheng Wang; Yitong Li; Xin Jiang 002; Qun Liu 001; Xiaoyan Zhu 001; Minlie Huang (AAAI, 2023)

ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format. - Qi Zhu 007; Christian Geishauser; Hsien-Chin Lin; Carel van Niekerk; Baolin Peng; Zheng Zhang 020; Shutong Feng; Michael Heck; Nurul Lubis; Dazhen Wan; Xiaochen Zhu; Jianfeng Gao 001; et al. (EMNLP (Demos), 2023)

Building Multi-domain Dialog State Trackers from Single-domain Dialogs. - Qi Zhu 007; Zheng Zhang 020; Xiaoyan Zhu 001; Minlie Huang (EMNLP, 2023)

Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models. - Rui Wang 092; Fei Mi; Yi Chen 007; Boyang Xue; Hongru Wang 003; Qi Zhu 007; Kam-Fai Wong; Ruifeng Xu 001 (NAACL-HLT (Findings), 2024)

Overview of the Ninth Dialog System Technology Challenge: DSTC9. - R. Chulaka Gunasekara; Seokhwan Kim; Luis Fernando D'Haro; Abhinav Rastogi; Yun-Nung Chen; Mihail Eric; Behnam Hedayatnia; Karthik Gopalakrishnan 001; Yang Liu 004; Chao-Wei Huang; Dilek Hakkani-Tür; Jinchao Li; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models. - Boyang Xue; Fei Mi; Qi Zhu 007; Hongru Wang 003; Rui Wang 092; Sheng Wang; Erxin Yu; Xuming Hu; Kam-Fai Wong (ACL (1), 2025)

DAST: Difficulty-Aware Self-Training on Large Language Models. - Boyang Xue; Qi Zhu 007; Hongru Wang 003; Rui Wang 092; Sheng Wang; Hongling Xu; Fei Mi; Yasheng Wang; Lifeng Shang; Qun Liu 001; Kam-Fai Wong (CoRR, 2025)

KDRL: Post-Training Reasoning LLMs via Unified Knowledge Distillation and Reinforcement Learning. - Hongling Xu; Qi Zhu 007; Heyuan Deng; Jinpeng Li; Lu Hou; Yasheng Wang; Lifeng Shang; Ruifeng Xu 001; Fei Mi (CoRR, 2025)

ReliableMath: Benchmark of Reliable Mathematical Reasoning on Large Language Models. - Boyang Xue; Qi Zhu 007; Rui Wang 092; Sheng Wang; Hongru Wang 003; Fei Mi; Yasheng Wang; Lifeng Shang; Qun Liu 001; Kam-Fai Wong (CoRR, 2025)