| 2026 | FPGA | HFRWKV: A High-Performance Fully On-Chip Hardware Accelerator for RWKV. | Shijie Liu, Zhenghao Zeng, Han Jiao, Yihua Huang |
| 2026 | Mobisys | HoloMobile: Photorealistic Avatar on Mobile via Compact Dynamic Gaussians from a Monocular Video. | Yuting He, Yihua Huang, Xiaojuan Qi, Zhenyu Yan, Guoliang Xing |
| 2025 | DASFAA | FHCF: Fully-Hyperbolic Symmetric Graph Learning for Collaborative Filtering. | Guanghui Zhu, Wang Lu, Chunfeng Yuan, Yihua Huang |
| 2025 | FCCM | An Efficient FPGA-Based Hardware Accelerator of Fully Quantized Mamba-2. | Kailing Zhou, Han Jiao, Wenjin Huang, Yihua Huang |
| 2025 | FPL | EViL: An Efficient Vision-LSTM Accelerator Based on FPGA. | Zexuan Deng, Han Jiao, Wenjin Huang, Yihua Huang |
| 2025 | ICML | RZ-NAS: Enhancing LLM-guided Neural Architecture Search via Reflective Zero-Cost Strategy. | Zipeng Ji, Guanghui Zhu, Chunfeng Yuan, Yihua Huang |
| 2025 | IJCAI | KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities. | Chengcheng Mai, Yuxiang Wang, Ziyu Gong, Hanxiang Wang, Yihua Huang |
| 2025 | ISCAS | An FPGA-based Quantization and Acceleration Framework for Multi-DNN. | Chenyang Li, Han Jiao, Wenjin Huang, Yihua Huang, Fei Liu |
| 2025 | KDD | AffinityTune: A Prompt-Tuning Framework for Few-Shot Anomaly Detection on Graphs. | Jingyan Chen, Guanghui Zhu, Guansong Pang, Chunfeng Yuan, Yihua Huang |
| 2025 | MOBICOM | Myo-Trainer: A Vision-based Muscle-Aware Motion Feedback System for In-Home Resistance Training. | Yuting He, Xinyan Wang, Mu Yuan, Bufang Yang, Siyang Jiang, Yihua Huang, Doris Sau-Fung Yu, Guoliang Xing, Hongkai Chen |
| 2024 | FCCM | MRH-GCN: An Efficient GCN Accelerator for Multi-Relation Heterogeneous Graph. | Wenlu Peng, Jianjun Chen, Wenjin Huang, Yihua Huang |
| 2024 | FCCM | A Novel FPGA Accelerator of R(2+1)D. | Dehao Xiang, Chenyang Li, Wenjin Huang, Yihua Huang |
| 2024 | FCCM | SpGCN: An FPGA-Based Graph Convolutional Network Accelerator for Sparse Graphs. | Xiangzhi Xu, Qi Liu, Wenjin Huang, Wenlu Peng, Yihua Huang |
| 2024 | FPGA | HR-GCN: An Efficient GCN Accelerator for Heterogeneous Graph Data and R-GCN Model. | Shengjun Xu, Wenlu Peng, Wenjin Huang, Qi Liu, Yihua Huang |
| 2024 | ICLR | Boosting Graph Anomaly Detection with Adaptive Message Passing. | Jingyan Chen, Guanghui Zhu, Chunfeng Yuan, Yihua Huang |
| 2024 | ICPR | Mining Long Short-Term Evolution Patterns for Temporal Knowledge Graph Reasoning. | Fengyi Wang, Guanghui Zhu, Haojun Hou, Chunfeng Yuan, Yihua Huang |
| 2024 | KDD | Automatic Multi-Task Learning Framework with Neural Architecture Search in Recommendations. | Shen Jiang, Guanghui Zhu, Yue Wang, Chunfeng Yuan, Yihua Huang |
| 2024 | SIGIR | LLM-enhanced Cascaded Multi-level Learning on Temporal Heterogeneous Graphs. | Fengyi Wang, Guanghui Zhu, Chunfeng Yuan, Yihua Huang |
| 2023 | APWEB | CoTE: A Flexible Method for Joint Learning of Topic and Embedding Models. | Bo Zhao, Chunfeng Yuan, Yihua Huang |
| 2023 | DASFAA | Raven: Benchmarking Monetary Expense and Query Efficiency of OLAP Engines on the Cloud. | Tongyu Wu, Rong Gu, Yang Li, Hongbin Ma, Yi Chen, Ying Zhu, Xiaoxiang Yu, Tengting Xu, Yihua Huang |
| 2023 | FPL | A Novel Hardware Accelerator of NeRF Based on Xilinx UltraScale and UltraScale+ FPGA. | Baoze Zhao, Wenjin Huang, Yihua Huang |
| 2023 | ICDE | AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network. | Guanghui Zhu, Zhennan Zhu, Wenjie Wang, Zhuoer Xu, Chunfeng Yuan, Yihua Huang |
| 2023 | ICDM | STSD: Modeling Spatial Temporal Staticity and Dynamicity in Traffic Forecasting. | Guanghui Zhu, Haojun Hou, Peiliang Wang, Chunfeng Yuan, Yihua Huang |
| 2023 | INFOCOM | Time and Cost-Efficient Cloud Data Transmission based on Serverless Computing Compression. | Rong Gu, Xiaofei Chen, Haipeng Dai, Shulin Wang, Zhaokang Wang, Yaofeng Tu, Yihua Huang, Guihai Chen |
| 2023 | IWQoS | Magpie: Efficient Big Data Query System Parameter Optimization based on Pre-selection and Search Pruning Approach. | Rong Gu, Jiajia Wei, Xu Wang, Jiahui Wang, Haipeng Dai, Jiaqi Zheng, Baolong Mao, Yihua Huang |
| 2023 | SIGGRAPH | NeRF-Texture: Texture Synthesis with Neural Radiance Fields. | Yihua Huang, Yan-Pei Cao, Yu-Kun Lai, Ying Shan, Lin Gao |
| 2023 | SIGIR | AdaMCL: Adaptive Fusion Multi-View Contrastive Learning for Collaborative Filtering. | Guanghui Zhu, Wang Lu, Chunfeng Yuan, Yihua Huang |
| 2023 | USENIX | Adaptive Online Cache Capacity Optimization via Lightweight Working Set Size Estimation at Scale. | Rong Gu, Simian Li, Haipeng Dai, Hancheng Wang, Yili Luo, Bin Fan, Ran Ben Basat, Ke Wang, Zhenyu Song, Shouwei Chen, Beinan Wang, Yihua Huang, Guihai Chen |
| 2022 | CIKM | Towards Self-supervised Learning on Graphs with Heterophily. | Jingfan Chen, Guanghui Zhu, Yifan Qi, Chunfeng Yuan, Yihua Huang |
| 2022 | CVPR | StylizedNeRF: Consistent 3D Scene Stylization as Stylized NeRF via 2D-3D Mutual Learning. | Yihua Huang, Yue He, Yu-Jie Yuan, Yu-Kun Lai, Lin Gao |
| 2022 | FCCM | TFR-GCN: A GCN Accelerator with Tile-Fusing Strategy. | Shengjun Xu, Wenjin Huang, Yihua Huang |
| 2022 | HCI | Measuring Visual Attractiveness of Urban Commercial Street Using Wearable Cameras: A Case Study of Gubei Gold Street in Shanghai. | Yihua Huang, Yuanquan Ouyang |
| 2022 | HPCC | Efficient. Scalable and Robust Data Shuffle Service for Distributed MapReduce Computing on Cloud. | Rong Gu, Xu Huang, Haipeng Dai, Xiaoyu Geng, Xiaofei Chen, Yihua Huang, Fu Xiao, Guihai Chen |
| 2022 | ICDE | Fluid: Dataset Abstraction and Elastic Acceleration for Cloud-native Deep Learning Training Jobs. | Rong Gu, Kai Zhang, Zhihao Xu, Yang Che, Bin Fan, Haojun Hou, Haipeng Dai, Li Yi, Yu Ding, Guihai Chen, Yihua Huang |
| 2022 | ICDE | PSP: Progressive Space Pruning for Efficient Graph Neural Architecture Search. | Guanghui Zhu, Wenjie Wang, Zhuoer Xu, Feng Cheng, Mengchuan Qiu, Chunfeng Yuan, Yihua Huang |
| 2022 | KDD | Knowledge-enhanced Black-box Attacks for Recommendations. | Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang |
| 2022 | PRICAI | Evolutionary Automated Feature Engineering. | Guanghui Zhu, Shen Jiang, Xu Guo, Chunfeng Yuan, Yihua Huang |
| 2022 | SIGIR | AutoGSR: Neural Architecture Search for Graph-based Session Recommendation. | Jingfan Chen, Guanghui Zhu, Haojun Hou, Chunfeng Yuan, Yihua Huang |
| 2022 | SIGIR | NAS-CTR: Efficient Neural Architecture Search for Click-Through Rate Prediction. | Guanghui Zhu, Feng Cheng, Defu Lian, Chunfeng Yuan, Yihua Huang |
| 2022 | WSDM | Pretraining Multi-modal Representations for Chinese NER Task with Cross-Modality Attention. | Chengcheng Mai, Mengchuan Qiu, Kaiwen Luo, Ziyan Peng, Jian Liu, Chunfeng Yuan, Yihua Huang |
| 2022 | USENIX | Meces: Latency-efficient Rescaling via Prioritized State Migration for Stateful Distributed Stream Processing Systems. | Rong Gu, Han Yin, Weichang Zhong, Chunfeng Yuan, Yihua Huang |
| 2021 | ICPADS | UniGPS: A Unified Programming Framework for Distributed Graph Processing. | Zhaokang Wang, Junhong Li, Yifan Qi, Guanghui Zhu, Chunfeng Yuan, Yihua Huang |
| 2021 | PAKDD | TSSE-DMM: Topic Modeling for Short Texts Based on Topic Subdivision and Semantic Enhancement. | Chengcheng Mai, Xueming Qiu, Kaiwen Luo, Min Chen, Bo Zhao, Yihua Huang |
| 2021 | PAKDD | Progressive AutoSpeech: An Efficient and General Framework for Automatic Speech Classification. | Guanghui Zhu, Feng Cheng, Mengchuan Qiu, Zhuoer Xu, Wenjie Wang, Chunfeng Yuan, Yihua Huang |
| 2019 | ICDE | BENU: Distributed Subgraph Enumeration with Backtracking-Based Framework. | Zhaokang Wang, Rong Gu, Weiwei Hu, Chunfeng Yuan, Yihua Huang |
| 2019 | ICDE | HyMJ: A Hybrid Structure-Aware Approach to Distributed Multi-way Join Query. | Guanghui Zhu, Xiaoqi Wu, Liangliang Yin, Haogang Wang, Rong Gu, Chunfeng Yuan, Yihua Huang |
| 2019 | ICPADS | Push-Based Network-efficient Hadoop YARN Scheduling Mechanism for In-Memory Computing. | Rong Gu, Kaixuan Huang, Zhixiang Zhang, Chunfeng Yuan, Yihua Huang |
| 2018 | ICPADS | Seal: Efficient Training Large Scale Statistical Machine Translation Models on Spark. | Rong Gu, Min Chen, Wenjia Yang, Chunfeng Yuan, Yihua Huang |
| 2018 | ICPADS | Parallelizing Machine Learning Optimization Algorithms on Distributed Data-Parallel Platforms with Parameter Server. | Rong Gu, Shiqing Fan, Qiu Hu, Chunfeng Yuan, Yihua Huang |
| 2017 | ICPADS | AutoMJ: Towards Efficient Multi-way Join Query on Distributed Data-Parallel Platform. | Guanghui Zhu, Xiaoqi Wu, Rong Gu, Chunfeng Yuan, Yihua Huang |
| 2016 | APWEB | An Adaptive Partition-Based Caching Approach for Efficient Range Queries on Key-Value Data. | Wei Ge, Min Chen, Chunfeng Yuan, Yihua Huang |
| 2016 | ICONIP | PTR: Phrase-Based Topical Ranking for Automatic Keyphrase Extraction in Scientific Publications. | Minmei Wang, Bo Zhao, Yihua Huang |
| 2016 | IJCNN | Stock market prediction exploiting microblog sentiment analysis. | Bo Zhao, Yongji He, Chunfeng Yuan, Yihua Huang |
| 2016 | TrustCom | Accelerating Big Data Applications on Tiered Storage System with Various Eviction Policies. | Peng Shu, Rong Gu, Qianhao Dong, Chunfeng Yuan, Yihua Huang |
| 2015 | COMPSAC | Unified Programming Model and Software Framework for Big Data Machine Learning and Data Analytics. | Rong Gu, Yun Tang, Qianhao Dong, Zhaokang Wang, Zhiqiang Liu, Shuai Wang, Chunfeng Yuan, Yihua Huang |
| 2015 | ICA3PP | Parallel Training GBRT Based on KMeans Histogram Approximation for Big Data. | Rong Gu, Lei Jin, Yongwei Wu, Jingying Qu, Tao Wang, Xiaojun Wang, Chunfeng Yuan, Yihua Huang |
| 2015 | ICA3PP | iPLAR: Towards Interactive Programming with Parallel Linear Algebra in R. | Zhaokang Wang, Shiqing Fan, Rong Gu, Chunfeng Yuan, Yihua Huang |
| 2014 | ADMA | CinHBa: A Secondary Index with Hotscore Caching Policy on Key-Value Data Store. | Wei Ge, Yihua Huang, Di Zhao, Shengmei Luo, Chunfeng Yuan, Wenhui Zhou, Yun Tang, Juan Zhou |
| 2013 | HCI | Reception of Space: Inspiring Design without a Designer. | Yihua Huang, Kin Wai Michael Siu |
| 2013 | WISE | NEXIR: A Novel Web Extraction Rule Language toward a Three-Stage Web Data Extraction Model. | Shengsheng Shi, Wu Wei, Yulong Liu, Haitao Wang, Lei Luo, Chunfeng Yuan, Yihua Huang |
| 2012 | PDCAT | Parallelized Near-Duplicate Document Detection Algorithm for Large Scale Chinese Web Pages. | Yongzhuang Wei, Shuai Wang, Chunfeng Yuan, Yihua Huang |
| 2012 | PDCAT | Parallelized Similarity Flooding Algorithm for Processing Large Scale Graph Datasets with MapReduce. | Jian Zhang, Chunfeng Yuan, Yihua Huang |
| 2010 | VTC | User Cooperation under Multiplex Transmission Scheme in Cognitive Radio Network. | Yingwei Wang, Shengnan Yan, Hongtao Zhang, Yihua Huang |
| 2010 | VTC | A Novel Path Selection Mechanism for IEEE 802.16j Network. | Hongtao Zhang, Xiaoxiang Wang, Yihua Huang |
| 2000 | ICDE | The IDEAL Approach to Internet-Based Negotiation for E-Business. | Joachim Hammer, Chunbo Huang, Yihua Huang, Charnyote Pluempitiwiriyawej, Minsoo Lee, Haifei Li, Liu Wang, Youzhong Liu, Stanley Y. W. Su |