| 2026 | ACL | The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs. | Piotr Nawrot, Jianing Li, Renjie Huang, Sebastian Ruder, Kelly Marchisio, Edoardo M. Ponti |
| 2025 | PRICAI | ADR-CSL and SPSA-Assisted Feature Enhancement for Aerial Detection. | Bohan Kong, Youpeng Jin, Xiaobo Hu, Jiayu Zhang, Renjie Huang |
| 2024 | APSEC | F-IKOS: An Abstract Interpretation-based Static Analyzer for Fortran Programs. | Sheng Zou, Liqian Chen, Guangsheng Fan, Renjie Huang, Banghu Yin |
| 2023 | CSCWD | Production Evaluation of Citrus Fruits based on the YOLOv5 compressed by Knowledge Distillation. | Yuqi Li, Zirui Gong, Yihang Zhou, Yuting He, Renjie Huang |
| 2023 | CSCWD | A Self-Attention Based Task-Adaptive Integration of Pre-trained Global and Local Classifiers for Few-Shot Classification. | Xiang Li, Renjie Huang, Guoqiang Xiao |
| 2023 | GLOBECOM | Computation Throughput Maximization for UAV-Enabled MEC via Uplink NOMA. | Xiangzuo Meng, Cheng Zhan, Renjie Huang, Jingrui Liao |
| 2023 | ICASSP | Scale-Adaptive Tiny Object Detection Enhanced by Across-Scale and Shape-Preserved Semantic Location. | Yuting He, Renjie Huang, Yangguang Shi, Guoqiang Xiao, Bin Yang, Yuqi Li |
| 2023 | ICIP | Geometric Prior-Assisted Feature Presentation Enhancement for Object Detection in Aerial Images. | Renjie Huang, Ziruo Liu, Jichuan Chen, Yangguang Shi, Guoqiang Xiao |
| 2023 | ICIP | Semantic Circle Detection and Circle-Inner Segmentation for Tree-Wise Citrus Summer Shoot Management in Aerial Images. | Renjie Huang, Yangguang Shi, Yuting He, Yongqiang Zheng, Guoqiang Xiao, Ziruo Liu |
| 2022 | FASE | Estimating Worst-case Resource Usage by Resource-usage-aware Fuzzing. | Liqian Chen, Renjie Huang, Dan Luo, Chenghu Ma, Dengping Wei, Ji Wang |
| 2022 | GLOBECOM | Throughput and Delay Tradeoff Over 3D UAV Communication Network. | Jue Gong, Cheng Zhan, Renjie Huang, Changyuan Xu |
| 2022 | ICPR | Adaptive Tiny Object Detection for Improving Pest Detection. | Renjie Huang, Yuting He, Guoqiang Xiao, Yangguang Shi, Yongqiang Zheng |
| 2022 | KDD | Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters. | Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu |
| 2022 | QRS | Using Fuzzing to Help Abstract Interpretation Based Program Verification. | Renjie Huang, Banghu Yin, Liqian Chen |
| 2019 | GLOBECOM | Energy Minimization for Data Collection in Wireless Sensor Networks with UAV. | Cheng Zhan, Renjie Huang |
| 2010 | RTSS | Quality-Driven Volcanic Earthquake Detection Using Wireless Sensor Networks. | Rui Tan, Guoliang Xing, Jinzhu Chen, Wen-Zhan Song, Renjie Huang |
| 2009 | Mobisys | Air-dropped sensor network for real-time high-fidelity volcano monitoring. | Wen-Zhan Song, Renjie Huang, Mingsen Xu, Andy Ma, Behrooz A. Shirazi, Richard LaHusen |
| 2009 | PERCOM | Adaptive Linear Filtering Compression on Realtime Sensor Networks. | Aaron B. Kiely, Mingsen Xu, Wen-Zhan Song, Renjie Huang, Behrooz A. Shirazi |
| 2009 | PERCOM | TreeMAC: Localized TDMA MAC Protocol for Real-time High-data-rate Sensor Networks. | Wen-Zhan Song, Renjie Huang, Behrooz A. Shirazi, Richard LaHusen |