| 2026 | ACL | RAG or Learning? Understanding the Limits of LLM Adaptation under Continuous Knowledge Drift in the Real World. | Hanbing Liu, Lang Cao, Yang Li |
| 2026 | ACL | Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning. | Hanbing Liu, Lang Cao, Yuanyi Ren, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang |
| 2026 | ACL | Towards Trustworthy Smart Contract Synthesis: A Multi-Agent Framework with Lean-Based Verification. | Bowei Zhang, Hanbing Liu, Qixin Tian, Siyu Chen, Ziyuan Wang, Qi Qi |
| 2025 | ACL | Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL. | Hanbing Liu, Haoyang Li, Xiaokang Zhang, Ruotong Chen, Haiyong Xu, Tian Tian, Qi Qi, Jing Zhang |
| 2025 | EMNLP | TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance. | Jingxian Xu, Mengyu Zhou, Weichang Liu, Hanbing Liu, Shi Han, Dongmei Zhang |
| 2025 | ICASSP | Reinforced Domain Selection for Continuous Domain Adaptation. | Hanbing Liu, Huaze Tang, Yanru Wu, Yang Li, Xiao-Ping Zhang |
| 2024 | PAKDD | Enhancing Continuous Domain Adaptation with Multi-path Transfer Curriculum. | Hanbing Liu, Jingge Wang, Xuan Zhang, Ye Guo, Yang Li |
| 2024 | SIGMOD | ChatPipe: Orchestrating Data Preparation Pipelines by Optimizing Human-ChatGPT Interactions. | Sibei Chen, Hanbing Liu, Waiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, Nan Tang |
| 2023 | ICASSP | SDG-L: A Semiparametric Deep Gaussian Process based Framework for Battery Capacity Prediction. | Hanbing Liu, Yanru Wu, Yang Li, Ercan E. Kuruoglu, Xuan Zhang |
| 2023 | IJCAI | HDFormer: High-order Directed Transformer for 3D Human Pose Estimation. | Han-Yuan Chen, Jun-Yan He, Wangmeng Xiang, Zhi-Qi Cheng, Wei Liu, Hanbing Liu, Bin Luo, Yifeng Geng, Xuansong Xie |
| 2010 | CSCWD | Resource scheduling based on dynamic dependence injection in virtualization-based simulation grid. | Hanbing Liu, Hongyi Su, Shouyi Zhan, Xudong Chai, Yabin Zhang, Baocun Hou, Linqin Guo, Shuai Fan |
| 2008 | CSCWD | Study on model resource semantic-based dynamic discovery in military oriented simulation grid. | Hanbing Liu, Hongyi Su, Shouyi Zhan |