| 2026 | AAAI | LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation. | Xingyu Li, Xiaolei Liu, Cheng Liu, Yixiao Xu, Kangyi Ding, Bangzhou Xin, Jia-Li Yin |
| 2026 | AAAI | From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning. | Shuangzhi Li, Junlong Shen, Lei Ma, Xingyu Li |
| 2026 | AAAI | SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection. | Shuaibo Li, Yijun Yang, Zhaohu Xing, Hongqiu Wang, Pengfei Hao, Xingyu Li, Zekai Liu, Qing Zhang, Lei Zhu |
| 2026 | AAAI | AI in the Wild: A Meta-Analytic Evaluation of Depression Detection from Social Media Data. | Xianglu Tang, Joyee W. Jin, Emily Ma, Xingyu Li |
| 2026 | ACL | TrajGuard: Streaming Hidden-state Trajectory Detection for Decoding-time Jailbreak Defense. | Cheng Liu, Xiaolei Liu, Xingyu Li, Bangzhou Xin, Kangyi Ding |
| 2026 | ACL | PAR²-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering. | Xingyu Li, Rongguang Wang, Yuying Wang, Mengqing Guo, Chenyang Li, Tao Sheng, Sujith Ravi, Dan Roth |
| 2026 | CHI | Informal Embodied Auditing: Exploring Facial Emotion AI (FEAI) through Community Workshops. | Xingyu Li, Alexandra Teixeira Riggs, Zhiming Dai, Crystal Byrd Farmer, Kalia G. Morrison, Noura Howell |
| 2026 | NDSS | What Do They Fix? LLM-Aided Categorization of Security Patches for Critical Memory Bugs. | Xingyu Li, Juefei Pu, Yifan Wu, Xiaochen Zou, Shitong Zhu, Qiushi Wu, Zheng Zhang, Joshua Hsu, Yue Dong, Zhiyun Qian, Kangjie Lu, Trent Jaeger, Michael J. De Lucia, Srikanth V. Krishnamurthy |
| 2026 | NDSS | LLMBisect: Breaking Barriers in Bug Bisection with A Comparative Analysis Pipeline. | Zheng Zhang, Haonan Li, Xingyu Li, Hang Zhang, Zhiyun Qian |
| 2026 | SP | StepStone: LLM-Based GPU Kernel Driver Fuzzing via User-Space Libraries. | Xiaochen Zou, Juefei Pu, Arrdya Srivastav, Jonathan Cox, Zhengchuan Liang, Yuan Tan, Xingyu Li, Yilin Zhu, Zhiyun Qian |
| 2026 | TEI | Designing for Defamiliarization with Thermal Painting: Exploring Experiences of Dynamic Warmth in Painters' Creative Processes. | Supratim Pait, Sosuke Ichihashi, Xingyu Li, Haiqing Xu, Noura Howell |
| 2026 | TEI | Into the Makerverse: Communal Tangible Making and Place-Based Futuring with AI. | Supratim Pait, Sylvia Janicki, Yuhan Hou, Crystal Byrd Farmer, Lorraine LaGasse Kowalski, Jeremiah Long, Thas Alvarenga Medina, Xingyu Li, Vyshnavi Namani, Lefton Lew, Michael Nitsche, Noura Howell |
| 2025 | ACL | Multimodal Coreference Resolution for Chinese Social Media Dialogues: Dataset and Benchmark Approach. | Xingyu Li, Chen Gong, Guohong Fu |
| 2025 | CCS | SyzSpec: Specification Generation for Linux Kernel Fuzzing via Under-Constrained Symbolic Execution. | Yu Hao, Juefei Pu, Xingyu Li, Zhiyun Qian, Ardalan Amiri Sani |
| 2025 | CHI | Lost in Translation: Researchers' Reflections on Writing in English for CHI. | Sumita Sharma, Behnaz Norouzi, Edward Peter Greenwood White, Eva Durall Gazulla, Mohsin Y. K. Yousufi, Netta Iivari, Noura Howell, Pauli Klemettil, Suleman Shahid, Sayan Sarcar, Xingyu Li, Wricha P. Mishra |
| 2025 | ICA3PP | More Resistant and Less Waiting: Parallel Federated Split Learning for Object Detection Missions of UAV Cluster. | Yanxi Yang, Yinan Chen, Xingyu Li, Linfeng Liu |
| 2025 | ICASSP | Accelerating Convergence in Bounding Box Regression with a Refined IoU Loss Function. | Enhui Chai, Xingyu Li, Tianxiang Cui, Zheng Lu, Fiseha Berhanu Tesema |
| 2025 | ICLR | InterMask: 3D Human Interaction Generation via Collaborative Masked Modeling. | Muhammad Gohar Javed, Chuan Guo, Li Cheng, Xingyu Li |
| 2025 | IROS | Cockroach's Turning Strategy Enhanced Hexapod Robot with Flexible Torso. | Yiming Li, Xingyu Li, Jie Zhou, Chenfeng Xie, Yao Li, Bing Li |
| 2025 | IROS | GeoSafe: A Unified Unconstrained Multi-DOF Optimization Framework for Multi-UAV Cooperative Hoisting and Obstacle Avoidance. | Xingyu Li, Hongyu Nie, Haoxuan Xu, Xingrui Liu, Zhaotong Tan, Chunyu Jiang, Yang Feng, Sen Mei |
| 2025 | IROS | Real-Time Occupancy Grid Mapping Using RMM on Large-scale and Unstructured Environments. | Xingyu Li, Haoxuan Xu, Xingrui Liu, Zhaotong Tan |
| 2025 | MICCAI | Toward Medical Deepfake Detection: A Comprehensive Dataset and Novel Method. | Shuaibo Li, Zhaohu Xing, Hongqiu Wang, Pengfei Hao, Xingyu Li, Zekai Liu, Lei Zhu |
| 2024 | ACL | MODDP: A Multi-modal Open-domain Chinese Dataset for Dialogue Discourse Parsing. | Chen Gong, Dexin Kong, Suxian Zhao, Xingyu Li, Guohong Fu |
| 2024 | APSEC | A Novel Approach to Automated Test Script Generation using Large Language Models for Domain-Specific Languages. | Jianing Sun, Jiahui Wang, Yuyan Zhu, Xingyu Li, Ying Xie, Jiaxin Chen |
| 2024 | CVPR | BMAD: Benchmarks for Medical Anomaly Detection. | Jinan Bao, Hanshi Sun, Hanqiu Deng, Yinsheng He, Zhaoxiang Zhang, Xingyu Li |
| 2024 | DSAA | An Online Calibration Method for Robust Multi-Modality 3D Object Detection. | Xingyu Li, Yige Yao, Jianming Hu, Zhidong Deng |
| 2024 | ECCV | Domain Generalization of 3D Object Detection by Density-Resampling. | Shuangzhi Li, Lei Ma, Xingyu Li |
| 2024 | ICASSP | Adaptive Confidence Multi-View Hashing for Multimedia Retrieval. | Jian Zhu, Yu Cui, Zhangmin Huang, Xingyu Li, Lei Liu, Lingfang Zeng, Li-Rong Dai |
| 2024 | ICLR | Federated Text-driven Prompt Generation for Vision-Language Models. | Chen Qiu, Xingyu Li, Chaithanya Kumar Mummadi, Madan Ravi Ganesh, Zhenzhen Li, Lu Peng, Wan-Yi Lin |
| 2024 | ICML | Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to K-Level Stochastic Optimizations. | Xiaokang Pan, Xingyu Li, Jin Liu, Tao Sun, Kai Sun, Lixing Chen, Zhe Qu |
| 2024 | IJCNN | MGSER-SAM: Memory-Guided Soft Experience Replay with Sharpness-Aware Optimization for Enhanced Continual Learning. | Xingyu Li, Bo Tang |
| 2024 | IROS | Evaluating Gait Symmetry with a Smart Robotic Walker: A Novel Approach to Mobility Assessment. | Mahdi Chalaki, Abed Soleymani, Xingyu Li, Vivian Mushahwar, Mahdi Tavakoli |
| 2024 | LCN | HPDNS: A High-Performance Domain Name Service Architecture Based on In-Network Computing. | Xingyu Li, Shuyong Zhu |
| 2024 | MSR | An Investigation of Patch Porting Practices of the Linux Kernel Ecosystem. | Xingyu Li, Zheng Zhang, Zhiyun Qian, Trent Jaeger, Chengyu Song |
| 2024 | QRS | Enhancing Traffic Safety at Unsignalized Intersections Through Constraint-Chain Based Cooperative Control. | Yingjun Qiao, Xingyu Li, Mengmeng Yang, Jin Huang, Zhihua Zhong |
| 2023 | AAAI | Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting. | Pengyue Hou, Jie Han, Xingyu Li |
| 2023 | AAAI | Cross-View Geo-Localization via Learning Disentangled Geometric Layout Correspondence. | Xiaohan Zhang, Xingyu Li, Waqas Sultani, Yi Zhou, Safwan Wshah |
| 2023 | CIKM | HEPT Attack: Heuristic Perpendicular Trial for Hard-label Attacks under Limited Query Budgets. | Qi Li, Xingyu Li, Xiaodong Cui, Keke Tang, Peican Zhu |
| 2023 | CVPR | How to Prevent the Poor Performance Clients for Personalized Federated Learning? | Zhe Qu, Xingyu Li, Xiao Han, Rui Duan, Chengchao Shen, Lixing Chen |
| 2023 | EMNLP | Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE. | Pengyue Hou, Xingyu Li |
| 2023 | ICCV | Boosting Multi-modal Model Performance with Adaptive Gradient Modulation. | Hong Li, Xingyu Li, Pengbo Hu, Yinuo Lei, Chunxiao Li, Yi Zhou |
| 2023 | MICCAI | Unsupervised Liver Tumor Segmentation with Pseudo Anomaly Synthesis. | Zhaoxiang Zhang, Hanqiu Deng, Xingyu Li |
| 2023 | WACV | Bi-directional Frame Interpolation for Unsupervised Video Anomaly Detection. | Hanqiu Deng, Zhaoxiang Zhang, Shihao Zou, Xingyu Li |
| 2022 | CVPR | Anomaly Detection via Reverse Distillation from One-Class Embedding. | Hanqiu Deng, Xingyu Li |
| 2022 | CVPR | Generating Diverse and Natural 3D Human Motions from Text. | Chuan Guo, Shihao Zou, Xinxin Zuo, Sen Wang, Wei Ji, Xingyu Li, Li Cheng |
| 2022 | ECCV | Object Wake-Up: 3D Object Rigging from a Single Image. | Ji Yang, Xinxin Zuo, Sen Wang, Zhenbo Yu, Xingyu Li, Bingbing Ni, Minglun Gong, Li Cheng |
| 2022 | ESEM | Towards Demystifying the Impact of Dependency Structures on Bug Locations in Deep Learning Libraries. | Di Cui, Xingyu Li, Feiyang Liu, Siqi Wang, Jie Dai, Lu Wang, Qingshan Li |
| 2022 | ICML | Generalized Federated Learning via Sharpness Aware Minimization. | Zhe Qu, Xingyu Li, Rui Duan, Yao Liu, Bo Tang, Zhuo Lu |
| 2022 | ICMLA | Stragglers Are Not Disasters: A Hybrid Federated Learning Framework with Delayed Gradients. | Xingyu Li, Zhe Qu, Bo Tang, Zhuo Lu |
| 2022 | IJCAI | DDDM: A Brain-Inspired Framework for Robust Classification. | Xiyuan Chen, Xingyu Li, Yi Zhou, Tianming Yang |
| 2022 | IJCAI | SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual Modalities. | Pengbo Hu, Xingyu Li, Yi Zhou |
| 2022 | IJCNN | Adversarial Fine-tune with Dynamically Regulated Adversary. | Pengyue Hou, Ming Zhou, Jie Han, Petr Muslek, Xingyu Li |
| 2021 | AISTATS | Sample Elicitation. | Jiaheng Wei, Zuyue Fu, Yang Liu, Xingyu Li, Zhuoran Yang, Zhaoran Wang |
| 2021 | ICLR | Learning with Instance-Dependent Label Noise: A Sample Sieve Approach. | Hao Cheng, Zhaowei Zhu, Xingyu Li, Yifei Gong, Xing Sun, Yang Liu |
| 2021 | IROS | Deep Neural Skill Assessment and Transfer: Application to Robotic Surgery Training. | Abed Soleymani, Xingyu Li, Mahdi Tavakoli |
| 2021 | MICCAI | Cranial Implant Prediction by Learning an Ensemble of Slice-Based Skull Completion Networks. | Bokai Yang, Ke Fang, Xingyu Li |
| 2020 | EMNLP | Research Replication Prediction Using Weakly Supervised Learning. | Tianyi Luo, Xingyu Li, Hainan Wang, Yang Liu |
| 2020 | MICCAI | Stain Style Transfer of Histopathology Images via Structure-Preserved Generative Learning. | Hanwen Liang, Konstantinos N. Plataniotis, Xingyu Li |
| 2019 | NAACL | End-to-End Open-Domain Question Answering with BERTserini. | Wei Yang, Yuqing Xie, Aileen Lin, Xingyu Li, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin |
| 2017 | IECON | Voltage self-balance method for series connected IGBTs by using clamping diodes. | Guanda Lu, Congzhe Gao, Xingyu Li |
| 2017 | UIC | SonicOperator: Ultrasonic gesture recognition with deep neural network on mobiles. | Xingyu Li, Hongjun Dai, Lizhen Cui, Ya Wang |
| 2016 | ICIP | Color texture representation using circular-processing based Hue-LBP for histo-pathology image analysis. | Xingyu Li, Konstantinos N. Plataniotis |
| 2016 | ICIP | Shape-included label-consistent discriminative dictionary learning: An approach to detect and segment multi-class objects in images. | Mahdi Marsousi, Xingyu Li, Konstantinos N. Plataniotis |
| 2015 | ICASSP | Blind stain decomposition for histo-pathology images using circular nature of chroma components. | Xingyu Li, Konstantinos N. Plataniotis |
| 2015 | ICIP | Diagnostic color estimation of tissue components in pathology images via von Mises mixture model. | Xingyu Li, Konstantinos N. Plataniotis |
| 2009 | GLOBECOM | An Efficient Key Management Scheme for Live Streaming. | Xingyu Li, H. Vicky Zhao |
| 2008 | TASE | A Petri Net-Based Approach for Supporting Aspect-Oriented Modeling. | Lianwei Guan, Xingyu Li, Hao Hu |