| 2026 | ACL | Conflict-Aware Memory for Embodied Agents: Enhancing Vector Data Quality via Detection Rules. | Kexin Ma, Haotian Wang, Shenglin Chen, Yishuai Cai, Yu Huang, Ruochun Jin |
| 2026 | ACL | CORES: Code-Oriented Reasoning for Complex Text-to-SQL and Generalizable TableQA. | Meng Zhang, Ruochun Jin, Yuanxi Peng, Wenjing Yang, Haotian Wang, Liting Sun, Kun Hu, Silin Yang, Zhang Ke-di |
| 2026 | ICDE | Fast Discovery of Functional Dependencies via Bayesian Network Learning. | Siyi Yang, Shenglin Chen, Xi Wang, Yuhua Tang, Ruochun Jin |
| 2026 | ICDE | $L^{3}$ C: Leaf-Centric Continuous Codes for Natural Language-Driven Table Discovery. | Qiyuan Zhang, Ruochun Jin, Jixin Zhang, Yuhua Tang, Xiangyu Zhao, Shixuan Liu |
| 2025 | ACL | Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System. | Haoqi Zheng, Dong Wang, Silin Yang, Yunpeng Qi, Ruochun Jin, Liyang Xu |
| 2025 | CIKM | Enhancing Multimodal Entity Linking via Distillation and Multimodal Large Language Models. | Jintao Huang, Dong Wang, Shasha Li, Yuanxi Peng, Ruochun Jin |
| 2025 | CogSci | TableCritic: Refine Table Reasoning via Self-Criticism and Tool Library. | Ruochun Jin, Dong Wang, Xiyue Wang, Haoqi Zheng |
| 2025 | EMNLP | TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering. | Ruochun Jin, Xiyue Wang, Dong Wang, Haoqi Zheng, Yunpeng Qi, Silin Yang, Meng Zhang |
| 2025 | EMNLP | ClusterUCB: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of LLMs. | Zige Wang, Qi Zhu, Fei Mi, Minghui Xu, Ruochun Jin, Wenjing Yang |
| 2025 | ICASSP | TimeRAG: Boosting LLM Time Series Forecasting via Retrieval-Augmented Generation. | Silin Yang, Dong Wang, Haoqi Zheng, Ruochun Jin |
| 2025 | ICDE | CLEAR: A Parser-Independent Disambiguation Framework for NL2SQL. | Meng Zhang, Kexin Ma, Liyang Xu, Kedi Zhang, Yuanxi Peng, Ruochun Jin |
| 2025 | IJCNN | Enhancing Vector Data Quality through Negative Learning for Retrieval-augmented Large Models. | Limei Yao, Kexin Ma, Ruochun Jin, Haoqi Zheng, Dong Wang |
| 2025 | ICRA | FutureNet-LoF: Joint Trajectory Prediction and Lane Occupancy Field Prediction with Future Context Encoding. | Mingkun Wang, Xiaoguang Ren, Ruochun Jin, Minglong Li, Xiaochuan Zhang, Changqian Yu, Mingxu Wang, Wenjing Yang |
| 2025 | UAI | Enhancing Uncertainty Quantification in Large Language Models through Semantic Graph Density. | Zhaoye Li, Siyuan Shen, Wenjing Yang, Ruochun Jin, Huan Chen, Ligong Cao, Jing Ren |
| 2024 | ACML | An Efficient Query Optimization Framework Based on MCTS and LTR. | Chaofan Zhao, Yize Sui, Ruochun Jin, Jing Ren |
| 2024 | EMNLP | Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs. | Kexin Ma, Ruochun Jin, Haotian Wang, Xi Wang, Huan Chen, Yuhua Tang, Qian Wang |
| 2024 | ICASSP | Radar Recognition in the Wild: Enhancing Radar Emitter Recognition through Auto-Correlation Model-Agnostic Meta Learning. | Yixian Luo, Shaowu Yang, Tianrui Liu, Huibin Tan, Ruochun Jin, Hengzhu Liu, Xueqiong Li |
| 2024 | ICASSP | Modality Re-Balance for Visual Question Answering: A Causal Framework. | Xinpeng Lv, Wanrong Huang, Haotian Wang, Ruochun Jin, Xueqiong Li, Zhipeng Lin, Shuman Li, Yongquan Feng, Yuhua Tang |
| 2024 | ICDE | Boosting Meaningful Dependency Mining with Clustering and Covariance Analysis. | Xi Wang, Ruochun Jin, Wanrong Huang, Yuhua Tang |
| 2024 | KDD | Your Neighbor Matters: Towards Fair Decisions Under Networked Interference. | Wenjing Yang, Haotian Wang, Haoxuan Li, Hao Zou, Ruochun Jin, Kun Kuang, Peng Cui |
| 2023 | ICDE | Extracting Graphs Properties with Semantic Joins. | Yang Cao, Wenfei Fan, Wenzhi Fu, Ruochun Jin, Weijie Ou, Wenliang Yi |
| 2023 | ICRA | Memory-based Exploration-value Evaluation Model for Visual Navigation. | Yongquan Feng, Liyang Xu, Minglong Li, Ruochun Jin, Da Huang, Shaowu Yang, Wenjing Yang |
| 2023 | ICRA | GANet: Goal Area Network for Motion Forecasting. | Mingkun Wang, Xinge Zhu, Changqian Yu, Wei Li, Yuexin Ma, Ruochun Jin, Xiaoguang Ren, Dongchun Ren, Mingxu Wang, Wenjing Yang |
| 2022 | ICDE | Linking Entities across Relations and Graphs. | Wenfei Fan, Liang Geng, Ruochun Jin, Ping Lu, Resul Tugay, Wenyuan Yu |
| 2020 | SIGMOD | Application Driven Graph Partitioning. | Wenfei Fan, Ruochun Jin, Muyang Liu, Ping Lu, Xiaojian Luo, Ruiqi Xu, Qiang Yin, Wenyuan Yu, Jingren Zhou |
| 2018 | ICPR | Visual Tree Convolutional Neural Network in Image Classification. | Yuntao Liu, Yong Dou, Ruochun Jin, Peng Qiao |
| 2017 | IJCAI | Confusion Graph: Detecting Confusion Communities in Large Scale Image Classification. | Ruochun Jin, Yong Dou, Yueqing Wang, Xin Niu |