Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering. - Jian Wang 054; Junhao Liu 001; Wei Bi; Xiaojiang Liu; Kejing He; Ruifeng Xu 001; Min Yang 007 (AAAI, 2020)

Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems. - Jian Wang 054; Junhao Liu 001; Wei Bi; Xiaojiang Liu; Kejing He; Ruifeng Xu 001; Min Yang 007 (COLING, 2020)

Live Container Migration via Pre-restore and Random Access Memory. - Zhixing Yu; Kejing He; Chao Chen; Jian Wang 054 (ISPA/BDCloud/SocialCom/SustainCom, 2020)

Adaptive Density-Based Spatial Clustering for Massive Data Analysis. - Zihao Cai; Jian Wang 054; Kejing He (IEEE Access, 2020)

Improving Destination Prediction via Ensemble of Trajectory Movement Separation and Adaptive Clustering. - Qiaoqiao Zeng; Jian Wang 054; Kejing He (IEEE Access, 2020)

Topic discovery by spectral decomposition and clustering with coordinated global and local contexts. - Jian Wang 054; Kejing He; Min Yang 007 (Int. J. Mach. Learn. Cybern., 2020)

Template-guided Clarifying Question Generation for Web Search Clarification. - Jian Wang 054; Wenjie Li 002 (CIKM, 2021)

Target-guided Knowledge-aware Recommendation Dialogue System: An Empirical Investigation (Long paper). - Dongding Lin; Jian Wang 054; Wenjie Li 002 (KaRS/ComplexRec@RecSys, 2021)

Follow Me: Conversation Planning for Target-driven Recommendation Dialogue Systems. - Jian Wang 054; Dongding Lin; Wenjie Li 002 (CoRR, 2022)

COLA: Improving Conversational Recommender Systems by Collaborative Augmentation. - Dongding Lin; Jian Wang 054; Wenjie Li 002 (AAAI, 2023)

Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue. - Jian Wang 054; Dongding Lin; Wenjie Li 002 (ACL (Findings), 2023)

Medical Dialogue Generation via Dual Flow Modeling. - Kaishuai Xu; Wenjun Hou; Yi Cheng; Jian Wang 054; Wenjie Li 002 (ACL (Findings), 2023)

Self-Detoxifying Language Models via Toxification Reversal. - Chak Tou Leong; Yi Cheng; Jiashuo Wang; Jian Wang 054; Wenjie Li 002 (EMNLP, 2023)

Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation. - Jian Wang 054; Yi Cheng; Dongding Lin; Chak Tou Leong; Wenjie Li 002 (EMNLP, 2023)

Majority-to-minority resampling for boosting-based classification under imbalanced data. - Gaoshan Wang; Jian Wang 054; Kejing He (Appl. Intell., 2023)

Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal. - Yi Cheng; Wenge Liu; Jian Wang 054; Chak Tou Leong; Yi Ouyang; Wenjie Li 002; Xian Wu 001; Yefeng Zheng 001 (AAAI, 2024)

Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue. - Jian Wang 054; Chak Tou Leong; Jiashuo Wang; Dongding Lin; Wenjie Li 002; Xiaoyong Wei (ACL (1), 2024)

E²CL: Exploration-based Error Correction Learning for Embodied Agents. - Hanlin Wang; Chak Tou Leong; Jian Wang 054; Wenjie Li 002 (EMNLP (Findings), 2024)

SCREEN: A Benchmark for Situated Conversational Recommendation. - Dongding Lin; Jian Wang 054; Chak Tou Leong; Wenjie Li 002 (ACM Multimedia, 2024)

Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis. - Kaishuai Xu; Wenjun Hou; Yi Cheng; Jian Wang 054; Wenjie Li 002 (CoRR, 2024)

No Two Devils Alike: Unveiling Distinct Mechanisms of Fine-tuning Attacks. - Chak Tou Leong; Yi Cheng; Kaishuai Xu; Jian Wang 054; Hanlin Wang; Wenjie Li 002 (CoRR, 2024)

E2CL: Exploration-based Error Correction Learning for Embodied Agents. - Hanlin Wang; Chak Tou Leong; Jian Wang 054; Wenjie Li 002 (CoRR, 2024)

A Target-Driven Planning Approach for Goal-Directed Dialog Systems. - Jian Wang 054; Dongding Lin; Wenjie Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue. - Jian Wang 054; Dongding Lin; Wenjie Li 002 (ACM Trans. Inf. Syst., 2024)

Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region. - Chak Tou Leong; Qingyu Yin; Jian Wang 054; Wenjie Li 002 (ACL (1), 2025)

STeCa: Step-level Trajectory Calibration for LLM Agent Learning. - Hanlin Wang; Jian Wang 054; Chak Tou Leong; Wenjie Li 002 (ACL (Findings), 2025)

Integrating Chain-of-Thought for Multimodal Alignment: A Study on 3D Vision-Language Learning. - Yanjun Chen 001; Yirong Sun; Xinghao Chen 009; Jian Wang 054; Xiaoyu Shen 001; Wenjie Li 002; Wei Zhang 185 (CoRR, 2025)

Towards Harmless Multimodal Assistants with Blind Preference Optimization. - Yongqi Li 001; Lu Yang; Jian Wang 054; Runyang You; Wenjie Li 002; Liqiang Nie (CoRR, 2025)

Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning. - Xinghao Chen 009; Anhao Zhao; Heming Xia; Xuan Lu; Hanlin Wang; Yanjun Chen 001; Wei Zhang 185; Jian Wang 054; Wenjie Li 002; Xiaoyu Shen 001 (CoRR, 2025)

Scaling over Scaling: Exploring Test-Time Scaling Pareto in Large Reasoning Models. - Jian Wang 054; Boyan Zhu; Chak Tou Leong; Yongqi Li 001; Wenjie Li 002 (CoRR, 2025)

SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution. - Hanlin Wang; Chak Tou Leong; Jiashuo Wang; Jian Wang 054; Wenjie Li 002 (CoRR, 2025)

Probabilistic Optimality for Inference-time Scaling. - Youkang Wang; Jian Wang 054; Rubing Chen; Xiao-Yong Wei; Qing Li 001 (CoRR, 2025)

Rethinking Domain-Specific LLM Benchmark Construction: A Comprehensiveness-Compactness Approach. - Rubing Chen; Jiaxin Wu 001; Jian Wang 054; Xulu Zhang; Wenqi Fan; Chenghua Lin; Xiao-Yong Wei; Qing Li 001 (CoRR, 2025)