| 2026 | AAAI | Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model. | Rong Bao, Bo Wang, Xiao Wang, Hongyu Li, Rui Zheng, Leszek Rutkowski, Qi Zhang, Liang Ding, Dacheng Tao |
| 2026 | AAAI | AerialVLA: A Vision-Language-Action Model for Aerial Navigation with Online Dialogue. | Jinyu Chen, Hongyu Li, Zongheng Tang, Xiaoduo Li, Wenjun Wu, Si Liu |
| 2026 | AAAI | Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems. | Xiaoqing Wang, Keman Huang, Bin Liang, Hongyu Li, Xiaoyong Du |
| 2026 | ACL | PACE: Predictive Adaptive Context Extraction for Long-Horizon LLM Agents. | Lei Wei, Xiao Peng, TT, Guannan Zhang, Chenhao Jiang, Hongyu Li, Lanbo Lin, Yuanwu Xu, Jiayao Liu, Kesu Wang, Bin Wang |
| 2026 | WCNC | Spectrum and Device State-Aware Anti-Jamming Resource Allocation for Dynamic Uav Networks. | Huanyu Xie, Zhipeng Lin, Yunhong He, Yongjie Xu, Jie Zeng, Qiuming Zhu, Hongyu Li, Qihui Wu |
| 2026 | WCNC | Antenna Coding Optimization for Pixel Antenna Empowered Wireless Communication Using Deep Learning with Heterogeneous Multi-Head Selection. | Binzhou Zuo, Shanpu Shen, Hongyu Li |
| 2025 | AAAI | Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video Object Segmentation. | Shaofei Huang, Rui Ling, Hongyu Li, Tianrui Hui, Zongheng Tang, Xiaoming Wei, Jizhong Han, Si Liu |
| 2025 | ACL | LSSF: Safety Alignment for Large Language Models through Low-Rank Safety Subspace Fusion. | Guanghao Zhou, Panjia Qiu, Cen Chen, Hongyu Li, Jason Chu, Xin Zhang, Jun Zhou |
| 2025 | CVPR | Revisiting Audio-Visual Segmentation with Vision-Centric Transformer. | Shaofei Huang, Rui Ling, Tianrui Hui, Hongyu Li, Xu Zhou, Shifeng Zhang, Si Liu, Richang Hong, Meng Wang |
| 2025 | CVPR | LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding. | Hongyu Li, Jinyu Chen, Ziyu Wei, Shaofei Huang, Tianrui Hui, Jialin Gao, Xiaoming Wei, Si Liu |
| 2025 | GLOBECOM | Antenna Coding Optimization Based on Pixel Antennas for MIMO Wireless Power Transfer with DC Combining. | Yijun Chen, Shanpu Shen, Tianrui Qiao, Hongyu Li, Jun Qian, Ross D. Murch |
| 2025 | ICA3PP | Hybrid-SAIME: Accelerating Surface and Interbed Multiple Elimination Method via 3-Stage Pipeline Parallel and Load Balancing on CPU-GPU Platforms. | Chengfan Yuan, Taoran Liu, Hongyu Li, Guiren Xue, Yuzhu Wang |
| 2025 | ICLR | Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception. | Zihan Ding, Jiahui Fu, Si Liu, Hongyu Li, Siheng Chen, Hongsheng Li, Shifeng Zhang, Xu Zhou |
| 2025 | ICRA | ViTa-Zero: Zero-shot Visuotactile Object 6D Pose Estimation. | Hongyu Li, James Akl, Srinath Sridhar, Tye Brady, Taskin Padir |
| 2025 | VTC | Specific Emitter Identification Based on Background Information Fusion for Low SNR Environments. | Yunhong He, Zhipeng Lin, Qiuming Zhu, Hongyu Li, Yang Huang, Qihui Wu, Tiejun Lv, Jun Zhou |
| 2025 | WCNC | Differential Ridge Regression-Based Spectrum Map Fusion Under Strongly Correlated Spectral Data. | Shengwen Wu, Hui Ding, Zhipeng Lin, Qiuming Zhu, Hongyu Li, Jie Zeng, Qihui Wu |
| 2024 | ACSSC | A Decoupled Channel Estimation Method for Beyond Diagonal RIS. | Bruno Sokal, Fazal-E. Asim, Andr L. F. de Almeida, Hongyu Li, Bruno Clerckx |
| 2024 | EMNLP | Revisiting Catastrophic Forgetting in Large Language Model Tuning. | Hongyu Li, Liang Ding, Meng Fang, Dacheng Tao |
| 2024 | GLOBECOM | Fully Convolutional Residual Autoencoder-Aided Spectrum Map Completion for Data Limited Conditions. | Yuanye Yang, Zhipeng Lin, Qiuming Zhu, Hongyu Li, Jie Zeng, Qihui Wu, Hui Ding |
| 2024 | IROS | HyperTaxel: Hyper-Resolution for Taxel-Based Tactile Signals Through Contrastive Learning. | Hongyu Li, Snehal Dikhale, Jinda Cui, Soshi Iba, Nawid Jamali |
| 2024 | IROS | StereoNavNet: Learning to Navigate using Stereo Cameras with Auxiliary Occupancy Voxels. | Hongyu Li, Taskin Padir, Huaizu Jiang |
| 2024 | IROS | ODTFormer: Efficient Obstacle Detection and Tracking with Stereo Cameras Based on Transformer. | Tianye Ding, Hongyu Li, Huaizu Jiang |
| 2024 | ISPA | TabSec: A Collaborative Framework for Novel Insider Threat Detection. | Zilin Huang, Xiangyan Tang, Hongyu Li, Xinyi Cao, Jieren Cheng, Wenxuan Tu, Logan Bo-Yee Liu |
| 2024 | WWW | Towards Energy-efficient Federated Learning via INT8-based Training on Mobile DSPs. | Jinliang Yuan, Shangguang Wang, Hongyu Li, Daliang Xu, Yuanchun Li, Mengwei Xu, Xuanzhe Liu |
| 2024 | USENIX | An Empirical Study of Rust-for-Linux: The Success, Dissatisfaction, and Compromise. | Hongyu Li, Liwei Guo, Yexuan Yang, Shangguang Wang, Mengwei Xu |
| 2023 | AAAI | Dual Mutual Information Constraints for Discriminative Clustering. | Hongyu Li, Lefei Zhang, Kehua Su |
| 2023 | AST | Learning to Learn to Predict Performance Regressions in Production at Meta. | Moritz Beller, Hongyu Li, Vivek Nair, Vijayaraghavan Murali, Imad Ahmad, Jrgen Cito, Drew Carlson, Gareth Ari Aye, Wes Dyer |
| 2023 | GLOBECOM | Joint Transceiver Design for Massive MIMO DFRC Systems with One-Bit DACs/ADCs. | Bowen Wang, Hongyu Li, Ziyang Cheng |
| 2023 | ICRA | StereoVoxelNet: Real-Time Obstacle Detection Based on Occupancy Voxels from a Stereo Camera Using Deep Neural Networks. | Hongyu Li, Zhengang Li, Neset nver Akmandor, Huaizu Jiang, Yanzhi Wang, Taskin Padir |
| 2023 | ICTAI | Cross-Architecture Relational Consistency for Point Cloud Self-Supervised Learning. | Hongyu Li, Yifei Zhang, Dongbao Yang |
| 2023 | IECON | Overview and Analysis of Electric Power Systems for More/All Electric Aircraft. | Siyang Liang, Linke He, Yu Wu, Hongwei Zhao, Hongyu Li, Weilin Li |
| 2023 | IECON | An Integrated Design of the Z-Source Circuit Breaker and the Cuk Converter. | Fan Pu, Yuqing Fei, Hongyu Li, Ruoxi Liang, Weilin Li |
| 2022 | ACL | DuReader | Le Qi, Shangwen Lv, Hongyu Li, Jing Liu, Yu Zhang, Qiaoqiao She, Hua Wu, Haifeng Wang, Ting Liu |
| 2022 | EMNLP | DuReader-Retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine. | Yifu Qiu, Hongyu Li, Yingqi Qu, Ying Chen, Qiaoqiao She, Jing Liu, Hua Wu, Haifeng Wang |
| 2022 | HCI | Research on the User Experience of Affordance of the Cube Game Interface Design. | Hongyu Li, Chien-Hsiung Chen |
| 2022 | IROS | Deep Reinforcement Learning based Robot Navigation in Dynamic Environments using Occupancy Values of Motion Primitives. | Neset nver Akmandor, Hongyu Li, Gary Lvov, Eric Dusel, Taskin Padir |
| 2021 | ACL | DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications. | Hongxuan Tang, Hongyu Li, Jing Liu, Yu Hong, Hua Wu, Haifeng Wang |
| 2021 | ICSE | Learning Autocompletion from Real-World Datasets. | Gareth Ari Aye, Seohyun Kim, Hongyu Li |
| 2021 | ICTAI | Density-Net: A Density-Aware Network for 3D Object Detection. | Hongyu Li, Youhui Guo, Yu Zhou, Weiping Wang |
| 2021 | Mobisys | Lost and Found!: associating target persons in camera surveillance footage with smartphone identifiers. | Hansi Liu, Abrar Alali, Mohamed Ibrahim, Hongyu Li, Marco Gruteser, Shubham Jain, Kristin J. Dana, Ashwin Ashok, Bin Cheng, Hongsheng Lu |
| 2021 | WCNC | Joint User Scheduling and Hybrid Beamforming Design for Cooperative mmWave Networks. | Pengfei Ni, Zihuan Wang, Hongyu Li, Ming Li, Qian Liu |
| 2021 | WCNC | Channel Estimation for Practical IRS-Assisted OFDM Systems. | Wanning Yang, Hongyu Li, Ming Li, Yang Liu, Qian Liu |
| 2020 | HPCC | FedMONN: Meta Operation Neural Network for Secure Federated Aggregation. | Dan Meng, Hongyu Li, Fan Zhu, Xiaolin Li |
| 2020 | IJCNLP | MRC Examples Answerable by BERT without a Question Are Less Effective in MRC Model Training. | Hongyu Li, Tengyang Chen, Shuting Bai, Takehito Utsuro, Yasuhide Kawada |
| 2020 | VTC | Precoder Design for Dynamically Sub-connected Hybrid Architecture in MU-MISO-OFDM Systems. | Hongyu Li, Rang Liu, Zihuan Wang, Ming Li, Qian Liu |
| 2020 | VTC | Hybrid Beamforming Design for C-RAN Based mmWave Cell-Free Systems. | Zihuan Wang, Rang Liu, Hongyu Li, Ming Li, Qian Liu |
| 2020 | WCNC | IRS-Enhanced Wideband MU-MISO-OFDM Communication Systems. | Hongyu Li, Rang Liu, Ming Li, Qian Liu, Xuanheng Li |
| 2020 | WCNC | Symbol-Level Precoding Design for IRS-assisted MU-MISO Systems. | Rang Liu, Hongyu Li, Ming Li, Qian Liu |
| 2019 | DCC | An End-to-End Encrypted Neural Network for Gradient Updates Transmission in Federated Learning. | Hongyu Li, Tianqi Han |
| 2019 | GLOBECOM | Secure Hybrid Beamforming with Low-Resolution Phase Shifters in mmWave MIMO Systems. | Xiaowen Tian, Zihuan Wang, Hongyu Li, Ming Li, Zhi Sun |
| 2019 | ICDAR | Towards Document Image Quality Assessment: A Text Line Based Framework and a Synthetic Text Line Image Dataset. | Hongyu Li, Fan Zhu, Junhua Qiu |
| 2019 | MOBICOM | Edge Assisted Real-time Object Detection for Mobile Augmented Reality. | Luyang Liu, Hongyu Li, Marco Gruteser |
| 2019 | VTC | Efficient Analog Beamforming with Dynamic Subarrays for mmWave MU-MISO Systems. | Hongyu Li, Zihuan Wang, Ming Li, Wolfgang Kellerer |
| 2019 | VTC | Efficient Analog Beamforming for Max-Min Fair Multicast Transmission. | Zihuan Wang, Hongyu Li, Ming Li, Wolfgang Kellerer |
| 2018 | ICANN | DeepVol: Deep Fruit Volume Estimation. | Hongyu Li, Tianqi Han |
| 2018 | ICANN | TextNet for Text-Related Image Quality Assessment. | Hongyu Li, Junhua Qiu, Fan Zhu |
| 2018 | ICONIP | DeepITQA: Deep Based Image Text Quality Assessment. | Hongyu Li, Fan Zhu, Junhua Qiu |
| 2018 | ICPR | CG-DIQA: No-Reference Document Image Quality Assessment Based on Character Gradient. | Hongyu Li, Fan Zhu, Junhua Qiu |
| 2018 | IGARSS | Retrieval of Rice Phenology Based on Time-Series Polarimetric SAR Data. | Hongyu Li, Kun Li, Yun Shao, Ping Zhou, Xianyu Guo, Changan Liu, Long Liu |
| 2018 | PLDI | Retrieval on source code: a neural code search. | Saksham Sachdev, Hongyu Li, Sifei Luan, Seohyun Kim, Koushik Sen, Satish Chandra |
| 2018 | SENSYS | Automatic Unusual Driving Event Identification for Dependable Self-Driving. | Hongyu Li, Hairong Wang, Luyang Liu, Marco Gruteser |
| 2017 | Mobisys | BigRoad: Scaling Road Data Acquisition for Dependable Self-Driving. | Luyang Liu, Hongyu Li, Jian Liu, agdas Karatas, Yan Wang, Marco Gruteser, Yingying Chen, Richard P. Martin |
| 2017 | SIGIR | Natural Language Supported Relation Matching for Question Answering with Knowledge Graphs. | Hongyu Li, Chenyan Xiong, Jamie Callan |
| 2016 | INFOCOM | Leveraging wearables for steering and driver tracking. | agdas Karatas, Luyang Liu, Hongyu Li, Jian Liu, Yan Wang, Sheng Tan, Jie Yang, Yingying Chen, Marco Gruteser, Richard P. Martin |
| 2016 | MOBICOM | Toward detection of unsafe driving with inertial head-mounted sensors. | agdas Karatas, Hongyu Li, Luyang Liu |
| 2016 | MOBICOM | Towards safer texting while driving through stop time prediction. | Hongyu Li, Luyang Liu, agdas Karatas, Jian Liu, Marco Gruteser, Yingying Chen, Yan Wang, Richard P. Martin, Jie Yang |
| 2015 | CEC | PCGD: Principal components-based great deluge method for solving CNOP. | Shicheng Wen, Shijin Yuan, Bin Mu, Hongyu Li, Juhui Ren |
| 2015 | HPCC | Parallel Dynamic Step Size Sphere-Gap Transferring Algorithm for Solving Conditional Nonlinear Optimal Perturbation. | Shijin Yuan, Jinghao Yan, Bin Mu, Hongyu Li |
| 2015 | IJCNN | PCAGA: Principal component analysis based genetic algorithm for solving conditional nonlinear optimal perturbation. | Bin Mu, Linlin Zhang, Shijin Yuan, Hongyu Li |
| 2015 | Mobisys | Toward Detection of Unsafe Driving with Wearables. | Luyang Liu, agdas Karatas, Hongyu Li, Sheng Tan, Marco Gruteser, Jie Yang, Yingying Chen, Richard P. Martin |
| 2014 | ICA3PP | SAEP: Simulated Annealing Based Ensemble Projecting Method for Solving Conditional Nonlinear Optimal Perturbation. | Shicheng Wen, Shijin Yuan, Bin Mu, Hongyu Li, Lei Chen |
| 2014 | OOPSLA | HJ-Viz: a new tool for visualizing, debugging and optimizing parallel programs. | Peter Elmers, Hongyu Li, Shams Mahmood Imam, Vivek Sarkar |
| 2013 | HPCC | Parallel Optimization of the MM5 Adjoint Model. | Hongyu Li, Jie Bian, Shijin Yuan, Jiachuan Qin |
| 2013 | HPCC | ACStack: Adaptive Composite Stack for Adjoint Models in Code Optimization. | Hongyu Li, Weiyu Zhou, Shijin Yuan, Shicheng Wen |
| 2013 | ICIG | Implementation of a Novel LED Backlight Device Used for Glass Bottle Detection. | Li-li Zhang, Yan-Hua Wang, Xuefeng Zhou, Hongyu Li |
| 2013 | ICIP | SDSP: A novel saliency detection method by combining simple priors. | Lin Zhang, Zhongyi Gu, Hongyu Li |
| 2013 | ICIP | A novel 3D ear identification approach based on sparse representation. | Zhixuan Ding, Lin Zhang, Hongyu Li |
| 2013 | ICIP | Learning a blind image quality index based on visual saliency guided sampling and Gabor filtering. | Zhongyi Gu, Lin Zhang, Hongyu Li |
| 2013 | ICIP | SR-LLA: A novel spectral reconstruction method based on locally linear approximation. | Hongyu Li, Zhujing Wu, Lin Zhang, Jussi Parkkinen |
| 2012 | ICIP | SR-SIM: A fast and high performance IQA index based on spectral residual. | Lin Zhang, Hongyu Li |
| 2012 | ICIP | Binary Gabor pattern: An efficient and robust descriptor for texture classification. | Lin Zhang, Zhiqiang Zhou, Hongyu Li |
| 2012 | ICONIP | Manifold Analysis of Spectral Munsell Colors. | Hongyu Li, Chen Lin, Junyu Niu, Lin Zhang, Jussi Parkkinen |
| 2012 | ICONIP | Entropy Based Image Semantic Cycle for Image Classification. | Hongyu Li, Junyu Niu, Lin Zhang |
| 2012 | ICONIP | Spatio-temporal LTSA and Its Application to Motion Decomposition. | Hongyu Li, Junyu Niu, Lin Zhang, Bo Hu |
| 2012 | ICPR | Local tangent space based manifold entropy for image retrieval. | Yi Wang, Hongyu Li, Junyu Niu, Lin Zhang |
| 2012 | INDIN | Design of rapid charge system for lithium battery based on TMS320F2407. | Li-li Zhang, Shun-qiang Hou, Xue-gang Hou, Hongyu Li |
| 2010 | ACCV | Dynamic Subspace Update with Incremental Nystrm Approximation. | Hongyu Li, Lin Zhang |
| 2010 | ICIP | Removal of false positive in object detection with contour-based classifiers. | Hongyu Li, Lei Chen |
| 2010 | ICMLA | Incremental Nystrm Low-Rank Decomposition for Dynamic Learning. | Lin Zhang, Hongyu Li |
| 2010 | ISM | A GPU Based 3D Object Retrieval Approach Using Spatial Shape Information. | Qian Zhang, Jinyuan Jia, Hongyu Li |
| 2010 | SIGIR | Entropy descriptor for image classification. | Hongyu Li, Junyu Niu, Jiachen Chen, Huibo Liu |
| 2009 | IJCAI | Fast Active Tabu Search and its Application to Image Retrieval. | Chao Zhang, Hongyu Li, Qiyong Guo, Jinyuan Jia, I-Fan Shen |
| 2009 | ISNN | Geometric Manifold Energy and Manifold Clustering. | Hongyu Li, Qiyong Guo, Jinyuan Jia, Jussi Parkkinen |
| 2008 | EUROGP | Applying Cost-Sensitive Multiobjective Genetic Programming to Feature Extraction for Spam E-mail Filtering. | Yang Zhang, Hongyu Li, Mahesan Niranjan, Peter I. Rockett |
| 2007 | ICMLA | Manifold clustering via energy minimization. | Qiyong Guo, Hongyu Li, Wenbin Chen, I-Fan Shen, Jussi Parkkinen |
| 2006 | ICASSP | Outlier Detection in Benchmark Classification Tasks. | Hongyu Li, Mahesan Niranjan |
| 2006 | ICPR | Image Tangent Space for Image Retrieval. | Hongyu Li, Rongjie Shi, Wenbin Chen, I-Fan Shen |
| 2006 | ISNN | Manifold Learning of Vector Fields. | Hongyu Li, I-Fan Shen |
| 2006 | ISNN | Similarity Measure for Vector Field Learning. | Hongyu Li, I-Fan Shen |
| 2005 | IJCAI | Supervised Local Tangent Space Alignment for Classification. | Hongyu Li, Wenbin Chen, I-Fan Shen |
| 2005 | ISNN | Supervised Learning on Local Tangent Space. | Hongyu Li, Li Teng, Wenbin Chen, I-Fan Shen |
| 2004 | ICIG | Eddy tracking of unsteady flow field. | Hongyu Li, Li Teng, Wenbin Chen, I-Fan Shen |