| 2026 | AAAI | EndoIR: Degradation-Agnostic All-in-One Endoscopic Image Restoration via Noise-Aware Routing Diffusion. | Tong Chen, Xinyu Ma, Long Bai, Wenyang Wang, Yue Sun, Luping Zhou |
| 2026 | AAAI | Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion. | Meng Wei, Kun Yuan, Shi Li, Yue Zhou, Long Bai, Nassir Navab, Hongliang Ren, Hong Joo Lee, Tom Vercauteren, Nicolas Padoy |
| 2026 | ACL | Beyond Dialogue Time: Temporal Semantic Memory for Personalized LLM Agents. | Miao Su, Yucan Guo, Zhongni Hou, Long Bai, Zixuan Li, Yufei Zhang, Guojun Yin, Wei Lin, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2026 | ACL | Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning. | Naixin Zhai, Pengyang Shao, Binbin Zheng, Yonghui Yang, Fei Shen, Long Bai, Xun Yang |
| 2026 | SIGIR | Towards Knowledgeable Deep Research: Framework and Benchmark. | Wenxuan Liu, Zixuan Li, Long Bai, Chunmao Zhang, Fenghui Zhang, Zhuo Chen, Wei Li, Yuxin Zuo, Fei Wang, Bingbing Xu, Xuhui Jiang, Jin Zhang, Xiaolong Jin, Jiafeng Guo, Tat-Seng Chua, Xueqi Cheng |
| 2026 | WSDM | Identify-Conceptualize-Align: A Schema-Adaptive Framework for Unified Entity Recognition and Event Detection. | Weicheng Ren, Zixuan Li, Long Bai, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2025 | ACL | G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models. | Long Bai, Zixuan Li, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng, Tat-Seng Chua |
| 2025 | ACL | Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution. | Jizhao Zhu, Akang Shi, Zixuan Li, Long Bai, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2025 | ACL | KnowCoder-X: Boosting Multilingual Information Extraction via Code. | Yuxin Zuo, Wenxuan Jiang, Wenxuan Liu, Zixuan Li, Long Bai, Hanbin Wang, Yutao Zeng, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2025 | COLING | Large Language Model-Based Event Relation Extraction with Rationales. | Zhilei Hu, Zixuan Li, Xiaolong Jin, Long Bai, Jiafeng Guo, Xueqi Cheng |
| 2025 | EMNLP | Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction. | Wenxuan Liu, Zixuan Li, Long Bai, Yuxin Zuo, Daozhu Xu, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2025 | ICLR | TAU-106K: A New Dataset for Comprehensive Understanding of Traffic Accident. | Yixuan Zhou, Long Bai, Sijia Cai, Bing Deng, Xing Xu, Heng Tao Shen |
| 2025 | ICLR | PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition. | Jie Wang, Tingfa Xu, Lihe Ding, Xinjie Zhang, Long Bai, Jianan Li |
| 2025 | ICRA | SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference. | Zhen Chen, Xingjian Luo, Jinlin Wu, Long Bai, Zhen Lei, Hongliang Ren, Sbastien Ourselin, Hongbin Liu |
| 2025 | ICRA | Advancing Dense Endoscopic Reconstruction with Gaussian Splatting-Driven Surface Normal-Aware Tracking and Mapping. | Yiming Huang, Beilei Cui, Long Bai, Zhen Chen, Jinlin Wu, Zhen Li, Hongbin Liu, Hongliang Ren |
| 2025 | IROS | CapsDT: Diffusion-Transformer for Capsule Robot Manipulation. | Xiting He, Mingwu Su, Xinqi Jiang, Long Bai, Hongliang Ren |
| 2025 | ICRA | ETSM: Automating Dissection Trajectory Suggestion and Confidence Map-Based Safety Margin Prediction for Robot-Assisted Endoscopic Submucosal Dissection. | Mengya Xu, Wenjin Mo, Guankun Wang, Huxin Gao, An Wang, Long Bai, Chaoyang Lyu, Xiaoxiao Yang, Zhen Li, Hongliang Ren |
| 2025 | MICCAI | SurgSora: Object-Aware Diffusion Model for Controllable Surgical Video Generation. | Tong Chen, Shuya Yang, Junyi Wang, Long Bai, Hongliang Ren, Luping Zhou |
| 2025 | MICCAI | Endo-4DGX: Robust Endoscopic Scene Reconstruction and Illumination Correction with Gaussian Splatting. | Yiming Huang, Long Bai, Beilei Cui, Yanheng Li, Tong Chen, Jie Wang, Jinlin Wu, Zhen Lei, Hongbin Liu, Hongliang Ren |
| 2025 | MICCAI | SurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian Splatting. | Yiming Huang, Long Bai, Beilei Cui, Kun Yuan, Guankun Wang, Mobarak I. Hoque, Nicolas Padoy, Nassir Navab, Hongliang Ren |
| 2025 | MICCAI | Can DeepSeek Reason Like a Surgeon? An Empirical Evaluation for Vision-Language Understanding in Robotic-Assisted Surgery. | Boyi Ma, Yanguang Zhao, Jie Wang, Guankun Wang, Kun Yuan, Tong Chen, Long Bai, Hongliang Ren |
| 2025 | MICCAI | Recognizing Surgical Phases Anywhere: Few-Shot Test-Time Adaptation and Task-Graph Guided Refinement. | Kun Yuan, Tingxuan Chen, Shi Li, Jol L. Lavanchy, Christian Heiliger, Ege zsoy, Yiming Huang, Long Bai, Nassir Navab, Vinkle Srivastav, Hongliang Ren, Nicolas Padoy |
| 2025 | MICCAI | SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation. | Jieming Yu, An Wang, Wenzhen Dong, Mengya Xu, Mobarakol Islam, Jie Wang, Long Bai, Hongliang Ren |
| 2024 | AAAI | Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models. | Kun Zhang, Jiali Zeng, Fandong Meng, Yuanzhuo Wang, Shiqi Sun, Long Bai, Huawei Shen, Jie Zhou |
| 2024 | ACL | KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction. | Zixuan Li, Yutao Zeng, Yuxin Zuo, Weicheng Ren, Wenxuan Liu, Miao Su, Yucan Guo, Yantao Liu, Xiang Li, Zhilei Hu, Long Bai, Wei Li, Yidan Liu, Pan Yang, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng |
| 2024 | COLING | Selective Temporal Knowledge Graph Reasoning. | Zhongni Hou, Xiaolong Jin, Zixuan Li, Long Bai, Jiafeng Guo, Xueqi Cheng |
| 2024 | COLING | Nested Event Extraction upon Pivot Element Recognition. | Weicheng Ren, Zixuan Li, Xiaolong Jin, Long Bai, Miao Su, Yantao Liu, Saiping Guan, Jiafeng Guo, Xueqi Cheng |
| 2024 | COLING | Class-Incremental Few-Shot Event Detection. | Kailin Zhao, Xiaolong Jin, Long Bai, Jiafeng Guo, Xueqi Cheng |
| 2024 | EMNLP | A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning. | Zhongwu Chen, Long Bai, Zixuan Li, Zhen Huang, Xiaolong Jin, Yong Dou |
| 2024 | HCI | Affecting Audience Valence and Arousal in 360 Immersive Environments: How Powerful Neural Style Transfer Is? | Yanheng Li, Long Bai, Yaxuan Mao, Xuening Peng, Zehao Zhang, Antoni B. Chan, Jixing Li, Xin Tong, Ray LC |
| 2024 | ICRA | OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery. | Long Bai, Guankun Wang, Jie Wang, Xiaoxiao Yang, Huxin Gao, Xin Liang, An Wang, Mobarakol Islam, Hongliang Ren |
| 2024 | IROS | ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding. | Zhen Chen, Zongming Zhang, Wenwu Guo, Xingjian Luo, Long Bai, Jinlin Wu, Hongliang Ren, Hongbin Liu |
| 2024 | ISCC | Cloud-edge-terminal Collaborative Proactive Caching and Differentiated Delivery of Heterogeneous Content for AR in Metaverse. | Siya Xu, Qimeng Fu, Wenjing Li, Peng Yu, Yang Yang, Long Bai |
| 2024 | KSEM | An In-Context Schema Understanding Method for Knowledge Base Question Answering. | Yantao Liu, Zixuan Li, Xiaolong Jin, Yucan Guo, Long Bai, Saiping Guan, Jiafeng Guo, Xueqi Cheng |
| 2024 | MICCAI | EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy. | Long Bai, Tong Chen, Qiaozhi Tan, Wan Jun Nah, Yanheng Li, Zhicheng He, Sishen Yuan, Zhen Chen, Jinlin Wu, Mobarakol Islam, Zhen Li, Hongbin Liu, Hongliang Ren |
| 2024 | MICCAI | LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-Diffusion. | Tong Chen, Qingcheng Lyu, Long Bai, Erjian Guo, Huxin Gao, Xiaoxiao Yang, Hongliang Ren, Luping Zhou |
| 2024 | MICCAI | EndoDAC: Efficient Adapting Foundation Model for Self-Supervised Depth Estimation from Any Endoscopic Camera. | Beilei Cui, Mobarakol Islam, Long Bai, An Wang, Hongliang Ren |
| 2024 | MICCAI | Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting. | Yiming Huang, Beilei Cui, Long Bai, Ziqi Guo, Mengya Xu, Mobarakol Islam, Hongliang Ren |
| 2024 | MICCAI | A Review of 3D Reconstruction Techniques for Deformable Tissues in Robotic Surgery. | Mengya Xu, Ziqi Guo, An Wang, Long Bai, Hongliang Ren |
| 2023 | AAAI | Rich Event Modeling for Script Event Prediction. | Long Bai, Saiping Guan, Zixuan Li, Jiafeng Guo, Xiaolong Jin, Xueqi Cheng |
| 2023 | ACL | Semantic Structure Enhanced Event Causality Identification. | Zhilei Hu, Zixuan Li, Xiaolong Jin, Long Bai, Saiping Guan, Jiafeng Guo, Xueqi Cheng |
| 2023 | EMNLP | Temporal Knowledge Graph Reasoning Based on N-tuple Modeling. | Zhongni Hou, Xiaolong Jin, Zixuan Li, Long Bai, Saiping Guan, Yutao Zeng, Jiafeng Guo, Xueqi Cheng |
| 2023 | ICCV | Sample-adaptive Augmentation for Point Cloud Recognition Against Real-world Corruptions. | Jie Wang, Lihe Ding, Tingfa Xu, Shaocong Dong, Xinli Xu, Long Bai, Jianan Li |
| 2023 | ICRA | Surgical-VQLA:Transformer with Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery. | Long Bai, Mobarakol Islam, Lalithkumar Seenivasan, Hongliang Ren |
| 2023 | KDD | CFGL-LCR: A Counterfactual Graph Learning Framework for Legal Case Retrieval. | Kun Zhang, Chong Chen, Yuanzhuo Wang, Qi Tian, Long Bai |
| 2023 | MICCAI | LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse Diffusion. | Long Bai, Tong Chen, Yanan Wu, An Wang, Mobarakol Islam, Hongliang Ren |
| 2023 | MICCAI | Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery. | Long Bai, Mobarakol Islam, Hongliang Ren |
| 2023 | MICCAI | CAT-ViL: Co-attention Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery. | Long Bai, Mobarakol Islam, Hongliang Ren |
| 2023 | VR | The Exploration and Evaluation of Generating Affective $360^{\circ}$ Panoramic VR Environments Through Neural Style Transfer. | Yanheng Li, Long Bai, Yaxuan Mao, Xuening Peng, Zehao Zhang, Xin Tong, Ray LC |
| 2022 | ACL | Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning. | Zixuan Li, Saiping Guan, Xiaolong Jin, Weihua Peng, Yajuan Lyu, Yong Zhu, Long Bai, Wei Li, Jiafeng Guo, Xueqi Cheng |
| 2022 | COLING | Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases. | Kun Zhang, Yunqi Qiu, Yuanzhuo Wang, Long Bai, Wei Li, Xuhui Jiang, Huawei Shen, Xueqi Cheng |
| 2022 | EMNLP | HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning. | Zixuan Li, Zhongni Hou, Saiping Guan, Xiaolong Jin, Weihua Peng, Long Bai, Yajuan Lyu, Wei Li, Jiafeng Guo, Xueqi Cheng |
| 2022 | EMNLP | Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detection. | Kailin Zhao, Xiaolong Jin, Long Bai, Jiafeng Guo, Xueqi Cheng |
| 2021 | ACL | Rule-Aware Reinforcement Learning for Knowledge Graph Reasoning. | Zhongni Hou, Xiaolong Jin, Zixuan Li, Long Bai |
| 2021 | EMNLP | Integrating Deep Event-Level and Script-Level Information for Script Event Prediction. | Long Bai, Saiping Guan, Jiafeng Guo, Zixuan Li, Xiaolong Jin, Xueqi Cheng |
| 2020 | AAAI | Entity Type Enhanced Neural Model for Distantly Supervised Relation Extraction (Student Abstract). | Long Bai, Xiaolong Jin, Chuanzhi Zhuang, Xueqi Cheng |
| 2020 | ACML | Bidirectional Dependency-Guided Attention for Relation Extraction. | Xingchen Deng, Lei Zhang, Yixing Fan, Long Bai, Jiafeng Guo, Pengfei Wang |
| 2020 | CIKM | Hierarchical Query Graph Generation for Complex Question Answering over Knowledge Graph. | Yunqi Qiu, Kun Zhang, Yuanzhuo Wang, Xiaolong Jin, Long Bai, Saiping Guan, Xueqi Cheng |
| 2009 | ICICS | A User Trust-Based Collaborative Filtering Recommendation Algorithm. | Fuzhi Zhang, Long Bai, Feng Gao |