| 2026 | ACL | Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization. | Zixuan Huang, Zhihong Zhu, Xiaolong Liu, Yanchao Hao, Manman Zhang, Zheng Wei, Bowen Xing, Xian Wu, Ye Li, Fen Miao, Yefeng Zheng |
| 2025 | AAAI | Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking. | Zhengfei Xu, Sijia Zhao, Yanchao Hao, Xiaolong Liu, Lili Li, Yuyang Yin, Bo Li, Xi Chen, Xin Xin |
| 2025 | CIKM | InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction. | Zhichen Zeng, Xiaolong Liu, Mengyue Hang, Xiaoyi Liu, Qinghai Zhou, Chaofei Yang, Yiqun Liu, Yichen Ruan, Laming Chen, Yuxin Chen, Yujia Hao, Jiaqi Xu, Jade Nie, Xi Liu, Buyun Zhang, Wei Wen, Siyang Yuan, Hang Yin, Xin Zhang, Kai Wang, Wen-Yen Chen, Yiping Han, Huayu Li, Chunzhi Yang, Bo Long, Philip S. Yu, Hanghang Tong, Jiyan Yang |
| 2025 | ICLR | KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA. | Xiaorui Su, Yibo Wang, Shanghua Gao, Xiaolong Liu, Valentina Giunchiglia, Djork-Arn Clevert, Marinka Zitnik |
| 2025 | WWW | Training Large Recommendation Models via Graph-Language Tokens Alignment. | Mingdai Yang, Zhiwei Liu, Liangwei Yang, Xiaolong Liu, Chen Wang, Hao Peng, Philip S. Yu |
| 2024 | CIKM | Collaborative Alignment for Recommendation. | Chen Wang, Liangwei Yang, Zhiwei Liu, Xiaolong Liu, Mingdai Yang, Yueqing Liang, Philip S. Yu |
| 2024 | COMMA | On the Proportional Acceptability of Arguments in Abstract Argumentation. | Xiaolong Liu, Weiwei Chen |
| 2024 | IGARSS | Remote Sensing Methods for Estimating Aboveground Biomass of Sparse Shrubs in Arid Land. | Shuai Li, Xiaolong Liu, Yong Yang, Xiangjun Yun, Cheng Huang, Guoliang Li, Xiaoyu Wang |
| 2024 | KDD | Pre-Training with Transferable Attention for Addressing Market Shifts in Cross-Market Sequential Recommendation. | Chen Wang, Ziwei Fan, Liangwei Yang, Mingdai Yang, Xiaolong Liu, Zhiwei Liu, Philip S. Yu |
| 2024 | SIGIR | Instruction-based Hypergraph Pretraining. | Mingdai Yang, Zhiwei Liu, Liangwei Yang, Xiaolong Liu, Chen Wang, Hao Peng, Philip S. Yu |
| 2024 | WSDM | Knowledge Graph Context-Enhanced Diversified Recommendation. | Xiaolong Liu, Liangwei Yang, Zhiwei Liu, Mingdai Yang, Chen Wang, Hao Peng, Philip S. Yu |
| 2024 | WSDM | Unified Pretraining for Recommendation via Task Hypergraphs. | Mingdai Yang, Zhiwei Liu, Liangwei Yang, Xiaolong Liu, Chen Wang, Hao Peng, Philip S. Yu |
| 2023 | ACL | Class Lifelong Learning for Intent Detection via Structure Consolidation Networks. | Qingbin Liu, Yanchao Hao, Xiaolong Liu, Bo Li, Dianbo Sui, Shizhu He, Kang Liu, Jun Zhao, Xi Chen, Ningyu Zhang, Jiaoyan Chen |
| 2023 | CIKM | Dimension Independent Mixup for Hard Negative Sample in Collaborative Filtering. | Xi Wu, Liangwei Yang, Jibing Gong, Chao Zhou, Tianyu Lin, Xiaolong Liu, Philip S. Yu |
| 2023 | CIKM | Graph-based Alignment and Uniformity for Recommendation. | Liangwei Yang, Zhiwei Liu, Chen Wang, Mingdai Yang, Xiaolong Liu, Jing Ma, Philip S. Yu |
| 2023 | CIKM | Group Identification via Transitional Hypergraph Convolution with Cross-view Self-supervised Learning. | Mingdai Yang, Zhiwei Liu, Liangwei Yang, Xiaolong Liu, Chen Wang, Hao Peng, Philip S. Yu |
| 2023 | CVPR | Multi-modal Information Fusion for Action Unit Detection in the Wild. | Yuanyuan Deng, Xiaolong Liu, Liyu Meng, Wenqiang Jiang, Youqiang Dong, Chuanhe Liu |
| 2023 | CVPR | SOOD: Towards Semi-Supervised Oriented Object Detection. | Wei Hua, Dingkang Liang, Jingyu Li, Xiaolong Liu, Zhikang Zou, Xiaoqing Ye, Xiang Bai |
| 2023 | CVPR | EVAEF: Ensemble Valence-Arousal Estimation Framework in the Wild. | Xiaolong Liu, Lei Sun, Wenqiang Jiang, Fengyuan Zhang, Yuanyuan Deng, Zhaopei Huang, Liyu Meng, Yuchen Liu, Chuanhe Liu |
| 2023 | CVPR | Facial Expression Recognition Based on Multi-modal Features for Videos in the Wild. | Chuanhe Liu, Xinjie Zhang, Xiaolong Liu, Tenggan Zhang, Liyu Meng, Yuchen Liu, Yuanyuan Deng, Wenqiang Jiang |
| 2023 | ICIG | A Novel Contactless Prediction Algorithm of Indoor Thermal Comfort Based on Posture Estimation. | Shuchang Chu, Xiaogang Cheng, Yufeng Zhou, Xintao Hu, Caoxin Xu, Xiaolong Liu, Qing Wang, Bing Yang |
| 2023 | ICLR | NORM: Knowledge Distillation via N-to-One Representation Matching. | Xiaolong Liu, Lujun Li, Chao Li, Anbang Yao |
| 2023 | ISCAS | A 12.9-38.6-GHz CMOS LNA With Triple-Coupled Transformer-Based Input Matching Technique. | Bihong Zhang, Hongyu Mao, Xiaolong Liu |
| 2023 | VR | Manipulation Guidance Field for Collaborative Object Manipulation in VR. | Xiaolong Liu, Shuai Luan, Lili Wang, Chan-Tong Lam |
| 2023 | WSDM | Ranking-based Group Identification via Factorized Attention on Social Tripartite Graph. | Mingdai Yang, Zhiwei Liu, Liangwei Yang, Xiaolong Liu, Chen Wang, Hao Peng, Philip S. Yu |
| 2023 | WSDM | DGRec: Graph Neural Network for Recommendation with Diversified Embedding Generation. | Liangwei Yang, Shengjie Wang, Yunzhe Tao, Jiankai Sun, Xiaolong Liu, Philip S. Yu, Taiqing Wang |
| 2022 | CVPR | An Empirical Study of End-to-End Temporal Action Detection. | Xiaolong Liu, Song Bai, Xiang Bai |
| 2022 | CVPR | Valence and Arousal Estimation based on Multimodal Temporal-Aware Features for Videos in the Wild. | Liyu Meng, Yuchen Liu, Xiaolong Liu, Zhaopei Huang, Wenqiang Jiang, Tenggan Zhang, Chuanhe Liu, Qin Jin |
| 2022 | ECCV | Multi-Task Learning Framework for Emotion Recognition In-the-Wild. | Tenggan Zhang, Chuanhe Liu, Xiaolong Liu, Yuchen Liu, Liyu Meng, Lei Sun, Wenqiang Jiang, Fengyuan Zhang, Jinming Zhao, Qin Jin |
| 2022 | ISMAR | Distant Object Manipulation with Adaptive Gains in Virtual Reality. | Xiaolong Liu, Lili Wang, Shuai Luan, Xuehuai Shi, Xinda Liu |
| 2022 | VR | Automatic Virtual Portals Placement for Efficient VR Navigation. | Lili Wang, Yi Liu, Xiaolong Liu, Jian Wu |
| 2021 | BIBE | Magnetic Model Calibration for Tetherless Surgical Needle Manipulation using Zernike Polynomial Fitting. | Suraj Raval, Onder Erin, Xiaolong Liu, Lamar O. Mair, Will Pryor, Yotam Barnoy, Irving N. Weinberg, Axel Krieger, Yancy Diaz-Mercado |
| 2021 | CVPR | Multi-Shot Temporal Event Localization: A Benchmark. | Xiaolong Liu, Yao Hu, Song Bai, Fei Ding, Xiang Bai, Philip H. S. Torr |
| 2021 | ECSQARU | Inducing Inference Relations from Inconsistency Measures. | Xiaolong Liu, Philippe Besnard, Sylvie Doutre |
| 2021 | EUMAS | Solid Semantics for Abstract Argumentation Frameworks and the Preservation of Solid Semantic Properties. | Xiaolong Liu, Weiwei Chen |
| 2021 | IROS | Localization and Control of Magnetic Suture Needles in Cluttered Surgical Site with Blood and Tissue. | Will Pryor, Yotam Barnoy, Suraj Raval, Xiaolong Liu, Lamar O. Mair, Daniel Lerner, Onder Erin, Gregory D. Hager, Yancy Diaz-Mercado, Axel Krieger |
| 2021 | ISMAR | VR Collaborative Object Manipulation Based on Viewpoint Quality. | Lili Wang, Xiaolong Liu, Xiangyu Li |
| 2020 | ICPR | CASNet: Common Attribute Support Network for image instance and panoptic segmentation. | Xiaolong Liu, Yuqing Hou, Anbang Yao, Yurong Chen, Keqiang Li |
| 2020 | IROS | Towards Autonomous Control of Magnetic Suture Needles. | Matthew Fan, Xiaolong Liu, Kamakshi Jain, Daniel Lerner, Lamar O. Mair, Irving N. Weinberg, Yancy Diaz-Mercado, Axel Krieger |
| 2020 | ISPA | Predicting Residual Stress by Finding Peak Shape Using Artificial Neural Networks. | Liu Yang, Junyu Zhang, Tingxuan Chen, Wuji Lei, Xiaolong Liu |
| 2020 | VRST | CorFix: Virtual Reality Cardiac Surgical Planning System for Designing Patient Specific Vascular Grafts. | Byeol Kim, Phong Danh Nguyen, Pratham Nar, Xiaolong Liu, Yue-Hin Loke, Paige Mass, Narutoshi Hibino, Laura Olivieri, Axel Krieger |
| 2019 | HPCC | Comprehensive Evaluation of Large-Scale Parallel Matrix Factorization Algorithms. | Xiaolong Liu, Ching-Yu Ho, Sifei Zheng, Shyan-Ming Yuan |
| 2019 | HPCC | Inferring Behaviors via Encrypted Video Surveillance Traffic by Machine Learning. | Xiaolong Liu, Jibao Wang, Ying Yang, Zigang Cao, Gang Xiong, Wei Xia |
| 2019 | ICNC | Research on the Implementation Plan of the Intelligent Substation Based on the Micro System. | Peng Yin, Hailong Li, Jinhui Liu, Xiaolong Liu, Zhaohua Wang |
| 2019 | IROS | Towards A Generic In Vivo In Situ Camera Lens Cleaning Module for Laparoscopic Surgery. | Xiaolong Liu, Hui Liu, Jindong Tan |
| 2019 | ISPA | LSB-Based Visual Image Encryption Scheme in Cloud Environment. | Sifei Zheng, Xiaolong Liu, Riqing Chen, Shyan-Ming Yuan, Chia-Chen Lin |
| 2018 | ICRA | Design and Test of an In-Vivo Robotic Camera Integrated with Optimized Illumination System for Single-port Laparoscopic Surgery. | Xiaolong Liu, A. Reza Yazdanpanah, Tao Zuo, Yong Guan, Gregory J. Mancini, Jindong Tan |
| 2018 | IJCNN | Semantic Image Segmentation Based on Attentions to Intra Scales and Inner Channels. | Hongchao Lu, Zhidong Deng, Xiaolong Liu |
| 2018 | ITS | Exploring Students' Behaviors in Editing Learning Environment. | Xue-Bai Zhang, Xiaolong Liu, Shyan-Ming Yuan, Chia-Chen Fan, Chuen-Tsai Sun |
| 2017 | ICONIP | Fix-Budget and Recurrent Data Mining for Online Haptic Perception. | Le-le Cao, Fuchun Sun, Xiaolong Liu, Wen-bing Huang, Weihao Cheng, Ramamohanarao Kotagiri |
| 2017 | IROS | A novel laparoscopic camera robot with in-vivo lens cleaning and debris prevention modules. | A. Reza Yazdanpanah, Xiaolong Liu, Ning Li, Jindong Tan |
| 2017 | ICRA | Modeling and analysis of a laparoscopic camera's interaction with abdomen tissue. | A. Reza Yazdanpanah, Xiaolong Liu, Jindong Tan |
| 2017 | ICTAI | Drivable Road Detection Based on Dilated FPN with Feature Aggregation. | Xiaolong Liu, Zhidong Deng, Guorun Yang |
| 2017 | IECON | Rapid automatic detection method for road identification on the highways. | Xiaolong Liu, Li He, Yi Quan, Ze Chen, Lei Wang |
| 2016 | ICIP | A refinement framework for background subtraction based on color and depth data. | Zhengfa Liang, Xiaolong Liu, Hengzhu Liu, Wei Chen |
| 2016 | IGARSS | Texture feature extraction of mountain economic forest using high spatial resolution remote sensing images. | Panpan Yang, Zhiting Hou, Xiaolong Liu, Zhengtao Shi |
| 2016 | IROS | The design and experiments of a small wheel-legged mobile robot system with two robotic arms. | Qingkai Chang, Xiaolong Liu, Wenfu Xu, Lei Yan, Bingsong Yang |
| 2015 | ICDAR | Natural Scene character recognition using Markov Random Field. | Xiaolong Liu, Tong Lu |
| 2015 | IROS | Design and analysis of a magnetic actuated capsule camera robot for single incision laparoscopic surgery. | Xiaolong Liu, Gregory J. Mancini, Jindong Tan |
| 2014 | ICRA | Design of a unified active locomotion mechanism for a capsule-shaped laparoscopic camera system. | Xiaolong Liu, Gregory J. Mancini, Jindong Tan |
| 2014 | IROS | Design of a unified active locomotion mechanism for a wireless laparoscopic camera system. | Xiaolong Liu, Gregory J. Mancini, Jindong Tan |
| 2007 | MMM | The Study of Detecting for IR Weak and Small Targets Based on Fractal Features. | Hong Zhang, Xiaolong Liu, Junwei Li, Zhu Zhenfu |