| 2026 | ACL | Optimizing Native Sparse Attention with Latent Attention and Local Global Alternating Strategies. | Yuxuan Hu, Jianchao Tan, Jiaqi Zhang, Wen Zan, Pingwei Sun, Yifan Lu, Xunliang Cai, Jing Zhang |
| 2026 | PAKDD | PathoLLM: Accurate Endometrial Cancer Subtyping Using Clinically-Aligned Language Models. | Yifan Lu, Qian Wang, Qinpei Zhao, Xiaojun Chen, Weijie Wang, Weixiong Rao |
| 2026 | WWW | Towards Robust Heterogeneous Graph Explanations under Structural Perturbations. | Yifan Lu, Pengfei Jiao, Xuan Guo, Ziyun Zou, Yiwei Wang, Mengzhou Gao, Huaming Wu, Imran Razzak |
| 2025 | AAAI | DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning. | Yifan Lu, Jiajun Le, Zizhuo Li, Yixuan Yuan, Jiayi Ma |
| 2025 | AAAI | Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering. | Yifan Lu, Yigeng Zhou, Jing Li, Yequan Wang, Xuebo Liu, Daojing He, Fangming Liu, Min Zhang |
| 2025 | ACL | Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing. | Yifan Lu, Jing Li, Yigeng Zhou, Yihui Zhang, Wenya Wang, Xiucheng Li, Meishan Zhang, Fangming Liu, Jun Yu, Min Zhang |
| 2025 | ACL | Reflection on Knowledge Graph for Large Language Models Reasoning. | Yigeng Zhou, Wu Li, Yifan Lu, Jing Li, Fangming Liu, Meishan Zhang, Yequan Wang, Daojing He, Honghai Liu, Min Zhang |
| 2025 | ADMA | Real-Time Femoral Von Mises Stress Distribution Prediction via Graph Neural Networks. | Jie Zhang, Jiasheng Shi, Chenwei Wu, Yifan Lu, Qinpei Zhao, Wenxin Niu, Weixiong Rao, Shitan Wang, Shi Zhan, Bin Chen, Yanmei Jia |
| 2025 | CVPR | GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control. | Xuanchi Ren, Tianchang Shen, Jiahui Huang, Huan Ling, Yifan Lu, Merlin Nimier-David, Thomas Mller, Alexander Keller, Sanja Fidler, Jun Gao |
| 2025 | EMNLP | Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations. | Yifan Lu, Ziqi Zhang, Chunfeng Yuan, Jun Gao, Congxuan Zhang, Xiaojuan Qi, Bing Li, Weiming Hu |
| 2025 | ICASSP | RETAIN: Reliable Topology Augmentation for both Heterophilic and Homophilic Graphs. | Ziyun Zou, Lian Shen, Yanhao Li, Yifan Lu, Juan Liu, Xiangrong Liu |
| 2025 | ICCV | RoCo-Sim: Enhancing Roadside Collaborative Perception through Foreground Simulation. | Yuwen Du, Anning Hu, Zichen Chao, Yifan Lu, Junhao Ge, Genjia Liu, Weitao Wu, Lanjun Wang, Siheng Chen |
| 2025 | ICCV | CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching. | Zizhuo Li, Yifan Lu, Linfeng Tang, Shihua Zhang, Jiayi Ma |
| 2025 | ICCV | InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models. | Yifan Lu, Xuanchi Ren, Jiawei Yang, Tianchang Shen, Jay Zhangjie Wu, Jun Gao, Yue Wang, Siheng Chen, Mike Chen, Sanja Fidler, Jiahui Huang |
| 2025 | ICLR | MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations. | Shaochen (Henry) Zhong, Yifan Lu, Lize Shao, Bhargav Bhushanam, Xiaocong Du, Yixin Wan, Yucheng Shi, Daochen Zha, Yiwei Wang, Ninghao Liu, Kaixiong Zhou, Shuai Xu, Kai-Wei Chang, Louis Feng, Vipin Chaudhary, Xia Hu |
| 2024 | AAAI | Set Prediction Guided by Semantic Concepts for Diverse Video Captioning. | Yifan Lu, Ziqi Zhang, Chunfeng Yuan, Peng Li, Yan Wang, Bing Li, Weiming Hu |
| 2024 | AAAI | Locality Preserving Refinement for Shape Matching with Functional Maps. | Yifan Xia, Yifan Lu, Yuan Gao, Jiayi Ma |
| 2024 | CCS | Neural Dehydration: Effective Erasure of Black-box Watermarks from DNNs with Limited Data. | Yifan Lu, Wenxuan Li, Mi Zhang, Xudong Pan, Min Yang |
| 2024 | CVPR | Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents. | Yuxi Wei, Zi Wang, Yifan Lu, Chenxin Xu, Changxing Liu, Hao Zhao, Siheng Chen, Yanfeng Wang |
| 2024 | ICLR | An Extensible Framework for Open Heterogeneous Collaborative Perception. | Yifan Lu, Yue Hu, Yiqi Zhong, Dequan Wang, Yanfeng Wang, Siheng Chen |
| 2024 | IGARSS | High-Resolution Sea Surface Temperature Retrieval from GF5-02 VIMI Data Using A Nonlinear Split-Window Algorithm. | Mingming Tan, Hua Li, Xiangrong Xin, Ruibo Li, Yifan Lu, Qing Xiao |
| 2023 | CVPR | Collaboration Helps Camera Overtake LiDAR in 3D Detection. | Yue Hu, Yifan Lu, Runsheng Xu, Weidi Xie, Siheng Chen, Yanfeng Wang |
| 2023 | CVPR | Robust and Scalable Gaussian Process Regression and Its Applications. | Yifan Lu, Jiayi Ma, Leyuan Fang, Xin Tian, Junjun Jiang |
| 2023 | ICRA | Robust Collaborative 3D Object Detection in Presence of Pose Errors. | Yifan Lu, Quanhao Li, Baoan Liu, Mehrdad Dianati, Chen Feng, Siheng Chen, Yanfeng Wang |
| 2023 | ICSE | Enhancing Deep Learning-based Vulnerability Detection by Building Behavior Graph Model. | Bin Yuan, Yifan Lu, Yilin Fang, Yueming Wu, Deqing Zou, Zhen Li, Zhi Li, Hai Jin |
| 2023 | ICSE | DeepLog: Deep-Learning-Based Log Recommendation. | Yang Zhang, Xiaosong Chang, Lining Fang, Yifan Lu |
| 2023 | IGARSS | A Temperature Separation Algorithm of Soil and Vegetation Considering Hot-Spot Effect Using Dual-Angle SLSTR and Geostationary-Satellite AHI Data. | Yifan Lu, Zunjian Bian, Yajun Huang, Hua Li, Qing Xiao |
| 2023 | WACV | Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection. | Yifan Lu, Gurkirt Singh, Suman Saha, Luc Van Gool |
| 2022 | UIC | A Privacy-Preserving Framework for Mental Health Chatbots Based on Confidential Computing. | Wensheng Tian, Yifan Lu, Jinhao Yu, Jiafeng Fan, Panpan Tang, Lei Zhang |
| 2021 | ESORICS | TAFA: A Task-Agnostic Fingerprinting Algorithm for Neural Networks. | Xudong Pan, Mi Zhang, Yifan Lu, Min Yang |
| 2021 | SiggraphA | Monte Carlo Denoising with a Sparse Auxiliary Feature Encoder. | Siyuan Fu, Yifan Lu, Xiao Hua Zhang, Ning Xie |
| 2020 | SiggraphA | DMCR-GAN: Adversarial Denoising for Monte Carlo Renderings with Residual Attention Networks and Hierarchical Features Modulation of Auxiliary Buffers. | Yifan Lu, Ning Xie, Heng Tao Shen |
| 2018 | SiggraphA | DT-Zheng: digital twin method for Zheng musical instrument. | Ning Xie, Xinrui Cai, Sipei Li, Yifan Lu, Mingyue Lou, Heng Tao Shen |
| 2016 | IVA | Development of a Mobile Personal Health Guide for HIV-Infected African American MSM. | Sangyoon Lee, Yifan Lu, Apurba Chakraborty, Mark S. Dworkin |
| 2010 | ACCV | Gradual Sampling and Mutual Information Maximisation for Markerless Motion Capture. | Yifan Lu, Lei Wang, Richard I. Hartley, Hongdong Li, Dan Xu |
| 2010 | ACCV | Compressive Evaluation in Human Motion Tracking. | Yifan Lu, Lei Wang, Richard I. Hartley, Hongdong Li, Dan Xu |
| 2010 | ICMLC | Illumination invariant sequential filtering human tracking. | Yifan Lu, Dan Xu, Lei Wang, Richard I. Hartley, Hongdong Li |
| 2008 | DICTA | Multi-view Human Motion Capture with an Improved Deformation Skin Model. | Yifan Lu, Lei Wang, Richard I. Hartley, Hongdong Li, Chunhua Shen |
| 2008 | ICPR | Markerless human motion capture: An application of simulated annealing and Fast Marching Method. | Yifan Lu |
| 2007 | DICTA | Interactive Reconstruction of Archaeological Fragments in a Collaborative Environment. | Yifan Lu, Henry Gardner, Huidong Jin, Nianjun Liu, Rhys Hawkins, Ian Farrington |