| 2026 | ACL | FLARE: Fine-Grained Length-Aware Routing for Resource-Efficient Heterogeneous LLM Serving. | Yujia Fu, Heming Zhong, Dan Huang, Yutong Lu |
| 2026 | ICS | PolyKAN: A High-Performance and Universal GPU Operator Library for Polynomial Kolmogorov-Arnold Networks. | Mingkun Yu, Heming Zhong, Jiazhi Jiang, Dan Huang, Yutong Lu |
| 2026 | PAKDD | HiMoE-CCTC: A Hierarchical Mixture-of-Experts Framework for Citizen Complaint Text Classification. | Jialing He, Li Li, Jiahe Liu, Yanming Gong, Dan Huang, Juan Wang |
| 2026 | PPoPP | ASM-SpMM: Unleashing the Potential of Arm SME for Sparse Matrix Multiplication Acceleration. | Jiazhi Jiang, Xijia Yao, Jiayu Chen, Jinhui Wei, Dan Huang, Yutong Lu |
| 2025 | ICCD | IasRT: Interference-Aware and SLO-Driven GPU Scheduling for Real-Time DNN Inference. | Heming Zhong, Jinhui Wei, Yujia Fu, Dan Huang, Yutong Lu |
| 2025 | IJCNN | MSIA-SDiT3D: 3D Multi-Scale Interpolation Attention in Lightweight Diffusion Transformers for 3D Point Cloud Generation. | Xiaobao He, Dan Huang |
| 2025 | SC | HStencil: Matrix-Vector Stencil Computation with Interleaved Outer Product and MLA. | Han Huang, Jiabin Xie, Guangnan Feng, Xianwei Zhang, Dan Huang, Zhiguang Chen, Yutong Lu |
| 2024 | DATE | Communication-Efficient Model Parallelism for Distributed In-Situ Transformer Inference. | Yuanxin Wei, Shengyuan Ye, Jiazhi Jiang, Xu Chen, Dan Huang, Jiangsu Du, Yutong Lu |
| 2024 | ECCV | Pathology-Knowledge Enhanced Multi-instance Prompt Learning for Few-Shot Whole Slide Image Classification. | Linhao Qu, Dingkang Yang, Dan Huang, Qinhao Guo, Rongkui Luo, Shaoting Zhang, Xiaosong Wang |
| 2024 | EuroPar | Efficient Coupling Streaming AI and Ensemble Simulations on HPC Clusters. | Jiazhi Jiang, Hongbin Zhang, Deyin Liu, Jiangsu Du, Xiaojiao Yao, Jinhui Wei, Pin Chen, Dan Huang, Yutong Lu |
| 2024 | ICML | Equivariant Diffusion for Crystal Structure Prediction. | Peijia Lin, Pin Chen, Rui Jiao, Qing Mo, Jianhuan Cen, Wenbing Huang, Yang Liu, Dan Huang, Yutong Lu |
| 2024 | MICCAI | Multi-modal Data Binding for Survival Analysis Modeling with Incomplete Data and Annotations. | Linhao Qu, Dan Huang, Shaoting Zhang, Xiaosong Wang |
| 2024 | NPC | Understanding the Inference Performance of Spatial Temporal Diffusion Transformer. | Yu Li, Yuanxin Wei, Jiangsu Du, Dan Huang, Nong Xiao |
| 2024 | PPoPP | Liger: Interleaving Intra- and Inter-Operator Parallelism for Distributed Large Model Inference. | Jiangsu Du, Jinhui Wei, Jiazhi Jiang, Shenggan Cheng, Dan Huang, Zhiguang Chen, Yutong Lu |
| 2024 | SC | APTMoE: Affinity-Aware Pipeline Tuning for MoE Models on Bandwidth-Constrained GPU Nodes. | Yuanxin Wei, Jiangsu Du, Jiazhi Jiang, Xiao Shi, Xianwei Zhang, Dan Huang, Nong Xiao, Yutong Lu |
| 2023 | DATE | Accelerating Inference of 3D-CNN on ARMMany-core CPU via Hierarchical Model Partition. | Jiazhi Jiang, Zijiang Huang, Dan Huang, Jiangsu Du, Yutong Lu |
| 2023 | ICCD | MixRec: Orchestrating Concurrent Recommendation Model Training on CPU-GPU platform. | Jiazhi Jiang, Rui Tian, Jiangsu Du, Dan Huang, Yutong Lu |
| 2022 | CVPR | PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction. | Zeren Sun, Fumin Shen, Dan Huang, Qiong Wang, Xiangbo Shu, Yazhou Yao, Jinhui Tang |
| 2022 | HCI | Compensation Method of Flight Simulator Visual System. | ShiXiong Su, Zhen Wang, Shan Fu, Dan Huang |
| 2022 | ICPP | Characterizing and Optimizing Transformer Inference on ARM Many-core Processor. | Jiazhi Jiang, Jiangsu Du, Dan Huang, Dongsheng Li, Jiang Zheng, Yutong Lu |
| 2022 | INFOCOM | Persistent Items Tracking in Large Data Streams Based on Adaptive Sampling. | Lin Chen, Raphael C.-W. Phan, Zhili Chen, Dan Huang |
| 2022 | ICS | Handling heavy-tailed input of transformer inference on GPUs. | Jiangsu Du, Jiazhi Jiang, Yang You, Dan Huang, Yutong Lu |
| 2022 | MMSP | Denoising Labels: A Noise-robust Method for Webly-supervised Fine-grained Visual Classification. | Dan Huang, Zhenhuang Cai |
| 2021 | HCI | User Experience Design Study of Museum Website Based on TRIZ Theory: A Case of Heyuan Dinosaur Museum. | Dan Huang, Miao Li, Zhen Liu |
| 2021 | HCI | Research on Hand Detection in Complex Scenes Based on RGB-D Sensor. | Jin Wang, Zhen Wang, Shan Fu, Dan Huang |
| 2021 | ICPP | Optimizing Massively Parallel Winograd Convolution on ARM Processor. | Dongsheng Li, Dan Huang, Zhiguang Chen, Yutong Lu |
| 2021 | ISPA | A Fine-grained Optimization to Winograd Convolution Based on Micro-architectural Features of CPU. | Xiaofeng Chen, Zhiguang Chen, Yutong Lu, Dan Huang |
| 2020 | ICARCV | Pilot Misoperation Control Based on L1 Adaptation and INDI Methods. | Jin Wan, Dan Huang, Lei Song, Lu Ding, Shan Fu |
| 2020 | ICDCS | A Comprehensive Study of In-Memory Computing on Large HPC Systems. | Dan Huang, Zhenlu Qin, Qing Liu, Norbert Podhorszki, Scott Klasky |
| 2017 | CLOUD | DFS-container: achieving containerized block I/O for distributed file systems. | Dan Huang, Jun Wang, Qing Liu, Xuhong Zhang, Xunchao Chen, Jian Zhou |
| 2017 | HCI | An Analysis of Pilot's Workload Evaluation Based on Time Pressure and Effort. | Wenmeng Liu, Yanyu Lu, Dan Huang, Shan Fu |
| 2017 | HCI | Modeling of Performance Biases Induced by the Variance of Information Presentation to the Operator. | Sen Tian, Dan Huang, Lin Wang, Shan Fu |
| 2017 | IECON | The optimal control strategy for chilled water system in central air-conditioning systems. | Ao Li, Fulin Wang, Rui Li, Binruo Zhu, Dan Huang, Gang Chen |
| 2017 | IECON | Optimization of running number of chilled water pumps based on decentralized network. | Ao Li, Fulin Wang, Qi Shen, Binruo Zhu, Rui Li, Dan Huang, Gang Chen |
| 2017 | IECON | Rule-based optimal control for the cooling water subsystem of chiller plants. | Yin Zhang, Rui Li, Fulin Wang, Ao Li, Dan Huang, Gang Chen |
| 2016 | DAC | AOS: adaptive overwrite scheme for energy-efficient MLC STT-RAM cache. | Xunchao Chen, Navid Khoshavi, Jian Zhou, Dan Huang, Ronald F. DeMara, Jun Wang, Wujie Wen, Yiran Chen |
| 2015 | SC | Experiences in using os-level virtualization for block I/O. | Dan Huang, Jun Wang, Qing Liu, Jiangling Yin, Xuhong Zhang, Xunchao Chen |
| 2014 | HCI | The Research of Implementing SC to Evaluate Complexity in Flight. | Yiyuan Zheng, Dan Huang, Shan Fu |
| 2014 | IGARSS | Ground-based GNSS-R remote sensing experiment for retrieval of Soil Moisture Content in China. | Han Xiao, Zhenyu Yang, Caiyi Hu, Xiuwan Chen, Han Zhen, Yanfeng Cao, Wei Li, Huaiyu Li, Dan Huang |
| 2014 | IJCNN | Trotting gait planning for a quadruped robot with high payload walking on irregular terrain. | Nan Hu, Dan Huang, Shaoyuan Li, Feng Gao |
| 2013 | HCI | Human Factors Modeling Schemes for Pilot-Aircraft System: A Complex System Approach. | Dan Huang, Shan Fu |
| 2011 | ACL | Learning Word Vectors for Sentiment Analysis. | Andrew L. Maas, Raymond E. Daly, Peter T. Pham, Dan Huang, Andrew Y. Ng, Christopher Potts |
| 2007 | ACC | Fuzzy Control of Uncertain Nonlinear Networked Control Systems with Random Time-delays. | Dan Huang, Sing Kiong Nguang, Nitish D. Patel |
| 2007 | CDVE | Modeling the Metropolitan Region Cooperative Development Based on Cooperative Game Theory. | Jianrong Hou, Fanghua Wang, Dan Huang |