| 2026 | ACL | HiSVD: Principled Low-Rank Approximation of LLMs via Hierarchical Modeling of Information Capacity and Spectral Structure. | Zhuo Chen, Minghao Li, Xiaoqian Ma, Siqi Fan, Xiusheng Huang, Liujie Zhang, Weihang Chen |
| 2026 | ACL | MalURLBench: A Benchmark Evaluating Agents' Vulnerabilities When Processing Web URLs. | Dezhang Kong, Zhuxi Wu, Shiqi Liu, Zhicheng Tan, Kuichen Lu, Minghao Li, Qichen Liu, Shengyu Chu, Zhenhua Xu, Xuan Liu, Meng Han |
| 2026 | EACL | SciTrue: Evidence-Grounded Claim Verification in Science. | Neset Tan, Minghao Li, Mark Gahegan |
| 2026 | INFOCOM | LTD: Low-Overhead Topology Discovery using Programmable Data Planes. | Dezhang Kong, Minghao Li, Shi Lin, Zhenhua Xu, Longlong Zhu, Linying Zheng, Xiang Chen, Changting Lin, Xuan Liu, Dong Zhang, Chunming Wu, Meng Han |
| 2026 | ISCAS | High-Throughput and Configurable Modular Multiplier Using Extended Montgomery Reduction. | Yueqin Dai, Minghao Li, Zhongfeng Wang, Xiaodong Yan, Jie Song |
| 2026 | ISCAS | A Reconfigurable Intracranial Multimodal Monitoring ASIC with on-chip PVT-Insensitive Waveform Generator. | Minghao Li, Zhichao Wang, Xiao Liu |
| 2025 | ASPLOS | OctoCache: Caching Voxels for Accelerating 3D Occupancy Mapping in Autonomous Systems. | Peiqing Chen, Minghao Li, Zishen Wan, Yu-Shun Hsiao, Minlan Yu, Vijay Janapa Reddi, Zaoxing Liu |
| 2025 | ICASSP | One-step Incomplete Multi-view Clustering based on Bipartite Graph Learning. | Minghao Li, Hechuan Lin, Huiying Xu, Ziying Wang, Xinzhong Zhu, Xiao Huang |
| 2025 | ICECCS | Verifying Neural Network Controlled Systems by Combining Taylor Models and Linear Abstract Domains. | Minghao Li, Liqian Chen, Xinyu Wang, Shifu Yang, Yuan Zhou, Ji Wang |
| 2025 | IJCAI | Preventing Latent Diffusion Model-Based Image Mimicry via Angle Shifting and Ensemble Learning. | Minghao Li, Rui Wang, Ming Sun, Lihua Jing |
| 2025 | ISCAS | A Failure Detection Technique for Au-Plated CMOS Microelectrode Arrays. | Xin Zhang, Minghao Li, Sara S. Ghoreishizadeh |
| 2025 | PacificVis | PartFlow: A Visualization Tool for Application Partitioning and Workload Offloading in Mobile Edge Computing. | Boda Li, Minghao Li, Jian Zhao, Wei Cai |
| 2025 | QRS | Verifying Neural Network Controlled Systems by Combining Forward and Backward Reachability Analysis. | Xinyu Wang, Liqian Chen, Zengyu Liu, Minghao Li, Banghu Yin |
| 2024 | AAAI | Preference Ranking Optimization for Human Alignment. | Feifan Song, Bowen Yu, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang |
| 2024 | APSEC | Sound Floating-Point Neural Network Verification with MILP. | Shifu Yang, Liqian Chen, Banghu Yin, Minghao Li, Yuan Zhou, Ji Wang |
| 2024 | CHI | Enhancing UX Evaluation Through Collaboration with Conversational AI Assistants: Effects of Proactive Dialogue and Timing. | Emily Kuang, Minghao Li, Mingming Fan, Kristen Shinohara |
| 2024 | COLING | Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. | Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Minghao Li, Fei Huang, Nevin L. Zhang, Yongbin Li |
| 2024 | ICLR | Protein-ligand binding representation learning from fine-grained interactions. | Shikun Feng, Minghao Li, Yinjun Jia, Wei-Ying Ma, Yanyan Lan |
| 2024 | ICML | UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning. | Shikun Feng, Yuyan Ni, Minghao Li, Yanwen Huang, Zhi-Ming Ma, Wei-Ying Ma, Yanyan Lan |
| 2024 | ICPP | Murmuration: On-the-fly DNN Adaptation for SLO-Aware Distributed Inference in Dynamic Edge Environments. | Jieyu Lin, Minghao Li, Sai Qian Zhang, Alberto Leon-Garcia |
| 2024 | IJCNN | Trasnet : A lightweighting Spatio-temporal Attention Network for Traffic Flow Prediction. | Minghao Li, Xuxiang Ta, Chao Chen |
| 2024 | ICS | Ymir: A Scheduler for Foundation Model Fine-tuning Workloads in Datacenters. | Wei Gao, Weiming Zhuang, Minghao Li, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2024 | NSDI | THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression. | Minghao Li, Ran Ben Basat, Shay Vargaftik, ChonLam Lao, Kevin Xu, Michael Mitzenmacher, Minlan Yu |
| 2023 | AAAI | TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models. | Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu, Dinei A. F. Florncio, Cha Zhang, Zhoujun Li, Furu Wei |
| 2023 | EMNLP | API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs. | Minghao Li, Yingxiu Zhao, Bowen Yu, Feifan Song, Hangyu Li, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li |
| 2023 | WCNC | Combinatorial Auction-enabled Dependency-Aware Offloading Strategy in Mobile Edge Computing. | Hong Kang, Minghao Li, Sizheng Fan, Wei Cai |
| 2023 | SENSYS | ChatTwin: Toward Automated Digital Twin Generation for Data Center via Large Language Models. | Minghao Li, Ruihang Wang, Xin Zhou, Zhaomeng Zhu, Yonggang Wen, Rui Tan |
| 2022 | CCS | Towards Automated Safety Vetting of Smart Contracts in Decentralized Applications. | Yue Duan, Xin Zhao, Yu Pan, Shucheng Li, Minghao Li, Fengyuan Xu, Mu Zhang |
| 2022 | CIKM | FwSeqBlock: A Field-wise Approach for Modeling Behavior Representation in Sequential Recommendation. | Hao Qian, Qintong Wu, Minghao Li, Zhengwei Wu, Zhiqiang Zhang, Jun Zhou, Lihong Gu, Jinjie Gu |
| 2022 | ICDCS | A Blockchain-based Profiling System for Exploring Human Factors in Cloud-Edge-End Orchestration. | Minghao Li, Wei Cai |
| 2022 | ICRA | Decentralized Global Connectivity Maintenance for Multi-Robot Navigation: A Reinforcement Learning Approach. | Minghao Li, Yingrui Jie, Yang Kong, Hui Cheng |
| 2022 | KSEM | Text-Enhanced and Relational Context Based Hyperbolic Knowledge Graph Embedding. | Xiang Ying, Minghao Li, Jian Yu, Mankun Zhao, Tianyi Xu, Mei Yu, Hongwei Liu, Xuewei Li |
| 2021 | AMIA | The Real-World Trend Analysis of Cancer Drugs Empowered by Natural Language Processing. | Meng Ma, Kyeryoung Lee, Yun Mai, Chris Gilman, Zongzhi Liu, Mingwei Zhang, Minghao Li, Arielle Redfern, Tommy Mullaney, Tony Prentice, Paul McDonagh, Qi Pan, William Oh, Rong Chen, Eric E. Schadt, Xiaoyan Wang |
| 2021 | CSCWD | A Cluster Representative Selection Method for Stock Portfolio Based on Efficient Frontier. | Yahui Lu, Minghao Li, Xiaochu Tang, Hui Wang |
| 2021 | IJCNN | Multi-Scale Attention Network Based on Multi-Feature Fusion for Person Re-Identification. | Minghao Li, Liming Yuan, Xianbin Wen, Jianchen Wang, Gengsheng Xie, Yansong Jia |
| 2021 | MOBICOM | PECAM: privacy-enhanced video streaming and analytics via securely-reversible transformation. | Hao Wu, Xuejin Tian, Minghao Li, Yunxin Liu, Ganesh Ananthanarayanan, Fengyuan Xu, Sheng Zhong |
| 2021 | WWW | DAPter: Preventing User Data Abuse in Deep Learning Inference Services. | Hao Wu, Xuejin Tian, Yuhang Gong, Xing Su, Minghao Li, Fengyuan Xu |
| 2020 | COLING | DocBank: A Benchmark Dataset for Document Layout Analysis. | Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou |
| 2020 | ISCAS | A Three-Level Scoring System for Fast Similarity Evaluation Based on Smith-Waterman Algorithm. | Yujie Zhang, Jiajun Wu, Minghao Li, Jun Lin, Zhongfeng Wang |
| 2020 | KDD | LayoutLM: Pre-training of Text and Layout for Document Image Understanding. | Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou |
| 2020 | LREC | TableBank: Table Benchmark for Image-based Table Detection and Recognition. | Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li |
| 2020 | SIGGRAPH | GAN-based AI Drawing Board for Image Generation and Colorization. | Minghao Li, Yuchuan Gou, Bo Gong, Jing Xiao, Mei Han |
| 2018 | SMC | A Model-Based Architecture for Technological Management in Defense Acquisition. | Minghao Li, Jianguo Xu, Mengjun Li, Kewei Yang, Yingying Gao, Jia Liu |
| 2018 | SMC | Temporal Impact Analysis for Technological Innovation Based on Box-Cox Transformation. | Jianguo Xu, Mengjun Li, Minghao Li, Qingsong Zhao, Bingfeng Ge |
| 2008 | ICNC | Adaptive Feedback Synchronization for the New Chaotic Dynamical System with Unknown Parameters. | Yuhua Xu, Wuneng Zhou, Hongqian Lu, Minghao Li |