| 2026 | ACL | Interactive Semantic Parsing with Reinforcement Learning for Knowledge Graph Reasoning. | Yurun Song, Xiangqing Shen, Jianfei Yu, Rui Xia |
| 2026 | ACL | Optimizing RAG Rerankers with LLM Feedback via Reinforcement Learning. | Yuhang Wu, Xiangqing Shen, Fanfan Wang, Cangqi Zhou, Zhen Wu, Xinyu Dai, Rui Xia |
| 2026 | ACL | LoReFact: Bridging the Logic Gap in Fact-Checking. | Qiming Xie, Wenjie Zheng, Xiangqing Shen, Rui Xia |
| 2025 | ACL | MEMIT-Merge: Addressing MEMIT's Key-Value Conflicts in Same-Subject Batch Editing for LLMs. | Zilu Dong, Xiangqing Shen, Rui Xia |
| 2025 | ACL | ChainEdit: Propagating Ripple Effects in LLM Knowledge Editing through Logical Rule-Guided Chains. | Zilu Dong, Xiangqing Shen, Zinong Yang, Rui Xia |
| 2025 | ACL | VCD: A Dataset for Visual Commonsense Discovery in Images. | Xiangqing Shen, Fanfan Wang, Siwei Wu, Rui Xia |
| 2025 | ACL | From Phrases to Subgraphs: Fine-Grained Semantic Parsing for Knowledge Graph Question Answering. | Yurun Song, Xiangqing Shen, Rui Xia |
| 2025 | EMNLP | Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning. | Fanfan Wang, Xiangqing Shen, Jianfei Yu, Rui Xia |
| 2023 | ACL | Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths. | Xiangqing Shen, Siwei Wu, Rui Xia |
| 2023 | ACL | Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node Clustering. | Siwei Wu, Xiangqing Shen, Rui Xia |