| 2026 | ACL | Large Language Models Are Still Misled by Simple Bias Ensembles. | Zhouhao Sun, Zhiyuan Kan, Xiao Ding, Li Du, Bibo Cai, Yang Zhao, Bing Qin, Ting Liu |
| 2026 | ACL | MDC-Bench: A Multidisciplinary Causal Benchmark Based on Causal Structures for Evaluating Large Language Models. | Peng Wang, Yuxiong Yan, Xiao Ding, Kai Xiong, Bibo Cai, Chao Peng, Yutai Hou, Dandan Tu, Bing Qin, Ting Liu |
| 2026 | ACL | TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles. | Yirong Zeng, Yufei Liu, Xiao Ding, Yutai Hou, Yuxian Wang, Wu Ning, Haonan Song, Dandan Tu, Qixun Zhang, Yuxiang He, Bibo Cai, Ting Liu |
| 2026 | ACL | Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration. | Yang Zhao, Yangou Ouyang, Xiao Ding, Hepeng Wang, Bibo Cai, Kai Xiong, Jinglong Gao, Zhouhao Sun, Li Du, Bing Qin, Ting Liu |
| 2026 | ACL | MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization. | Yang Zhao, Hepeng Wang, Xiao Ding, Yangou Ouyang, Bibo Cai, Kai Xiong, Jinglong Gao, Zhouhao Sun, Li Du, Bing Qin, Ting Liu |
| 2025 | ACL | ExpeTrans: LLMs Are Experiential Transfer Learners. | Jinglong Gao, Xiao Ding, Lingxiao Zou, Bibo Cai, Bing Qin, Ting Liu |
| 2025 | NAACL | Exploring Large Language Models for Effective Rumor Detection on Social Media. | Yirong Zeng, Xiao Ding, Bibo Cai, Ting Liu, Bing Qin |
| 2024 | COLING | Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation. | Zhouhao Sun, Xiao Ding, Li Du, Bibo Cai, Jinglong Gao, Ting Liu, Bing Qin |
| 2023 | AAAI | Self-Supervised Logic Induction for Explainable Fuzzy Temporal Commonsense Reasoning. | Bibo Cai, Xiao Ding, Zhouhao Sun, Bing Qin, Ting Liu, Baojun Wang, Lifeng Shang |
| 2022 | AAAI | Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic. | Bibo Cai, Xiao Ding, Bowen Chen, Li Du, Ting Liu |
| 2018 | IJCAI | Domain Adaptation via Tree Kernel Based Maximum Mean Discrepancy for User Consumption Intention Identification. | Xiao Ding, Bibo Cai, Ting Liu, Qiankun Shi |