| 2026 | ACL | From Implicit Graph Encoding to Explicit Evidence: A Training-Free LLM Framework for Temporal Knowledge Graph Reasoning. | Guo Tang, Ke Cheng, Huiming Fan, Heng Chang, Wenxiang Zheng, Xianhao Ou, Junjia Xiang, Ming Liu, Yujun Zhou, Li Lanyu, Bing Qin |
| 2026 | ACL | LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning. | Wenxiang Zheng, Guo Tang, Shixin Jiang, Liangyu Huo, Xiyuan Zhang, Jian Xie, Ming Liu |
| 2025 | ACL | Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering. | Zheng Chu, Huiming Fan, Jingchang Chen, Qianyu Wang, Mingda Yang, Jiafeng Liang, Zhongjie Wang, Hao Li, Guo Tang, Ming Liu, Bing Qin |
| 2025 | ACL | AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting. | Guo Tang, Zheng Chu, Wenxiang Zheng, Junjia Xiang, Yizhuo Li, Weihao Zhang, Ming Liu, Bing Qin |
| 2025 | COLING | Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation. | Zheng Chu, Jingchang Chen, Zhongjie Wang, Guo Tang, Qianglong Chen, Ming Liu, Bing Qin |
| 2024 | EMNLP | Towards Benchmarking Situational Awareness of Large Language Models: Comprehensive Benchmark, Evaluation and Analysis. | Guo Tang, Zheng Chu, Wenxiang Zheng, Ming Liu, Bing Qin |
| 2009 | CloudCom | Price-Oriented Trading Optimization for Grid Resource. | Hao Li, Guo Tang, Wei Guo, Changyan Sun, Shaowen Yao |