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Posts by Collection
portfolio
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publications
Accelerating Viola-Jones Face Detection Algorithm on GPUs
Published in HPCC 2012 (CCF-C), 2012
Haipeng Jia, Yunquan Zhang, Weiyan Wang, Jianliang Xu
Recommended citation: Haipeng Jia, Yunquan Zhang, Weiyan Wang, Jianliang Xu. "Accelerating Viola-Jones Face Detection Algorithm on GPUs." HPCC 2012.
CLSIFT: An Optimization Study of the Scale Invariance Feature Transform on GPUs
Published in HPCC 2013 (CCF-C), 2013
Weiyan Wang, Yunquan Zhang, Guoping Long, Shengen Yan, Haipeng Jia
Recommended citation: Weiyan Wang, Yunquan Zhang, Guoping Long, Shengen Yan, Haipeng Jia. "CLSIFT: An Optimization Study of the Scale Invariance Feature Transform on GPUs." HPCC 2013.
Parallelization and Performance Optimization on Face Detection Algorithm with OpenCL: A Case Study
Published in Tsinghua Science and Technology (SCI Journal), 2014
Weiyan Wang, Yunquan Zhang, Shengen Yan, Ying Zhang, Haipeng Jia
Recommended citation: Weiyan Wang, Yunquan Zhang, Shengen Yan, Ying Zhang, Haipeng Jia. "Parallelization and Performance Optimization on Face Detection Algorithm with OpenCL: A Case Study." Tsinghua Science and Technology.
Integrating User and Agent Models: A Deep Task-Oriented Dialogue System
Published in Preprint, 2017, 2017
Weiyan Wang, Yuxiang Wu, Yu Zhang, Zhongqi Lu, Kaixiang Mo, Qiang Yang
Recommended citation: Weiyan Wang, Yuxiang Wu, Yu Zhang, Zhongqi Lu, Kaixiang Mo, Qiang Yang. "Integrating User and Agent Models: A Deep Task-Oriented Dialogue System." Preprint, 2017.
Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics
Published in HotCloud 2019 (CCF-C), 2019
Yiding Wang, Weiyan Wang, Junxue Zhang, Junchen Jiang, Kai Chen
Recommended citation: Yiding Wang, Weiyan Wang, Junxue Zhang, Junchen Jiang, Kai Chen. "Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics." HotCloud 2019.
Rethinking Transport Layer Design for Distributed Machine Learning
Published in APNet 2019 (CCF-C), 2019
Jiacheng Xia, Gaoxiong Zeng, Junxue Zhang, Weiyan Wang, Wei Bai, Junchen Jiang, Kai Chen
Recommended citation: Jiacheng Xia, Gaoxiong Zeng, Junxue Zhang, Weiyan Wang, Wei Bai, Junchen Jiang, Kai Chen. "Rethinking Transport Layer Design for Distributed Machine Learning." APNet 2019.
Quantifying the Performance of Federated Transfer Learning
Published in IJCAI FL Workshop 2019, 2019
Qinghe Jing, Weiyan Wang, Junxue Zhang, Han Tian, Kai Chen
Recommended citation: Qinghe Jing, Weiyan Wang, Junxue Zhang, Han Tian, Kai Chen. "Quantifying the Performance of Federated Transfer Learning." IJCAI FL Workshop, 2019. Best Student Paper.
Domain-specific Communication Optimization for Distributed DNN Training
Published in Preprint, 2020, 2020
Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang
Recommended citation: Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang. "Domain-specific Communication Optimization for Distributed DNN Training." Preprint, 2020.
Enabling Edge-Cloud Video Analytics for Robotics Applications
Published in IEEE INFOCOM 2021 (CCF-A); full version in IEEE Transactions on Cloud Computing (CCF-C), 2021
Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen
Recommended citation: Yiding Wang, Weiyan Wang, Duowen Liu, Xin Jin, Junchen Jiang, Kai Chen. "Enabling Edge-Cloud Video Analytics for Robotics Applications." IEEE INFOCOM 2021.
Efficient Two-stage Label Noise Reduction for Retrieval-based Tasks
Published in WSDM 2022 (CCF-B), 2022
Mengmeng Kuang, Weiyan Wang, Zhenhong Chen, Lie Kang, Qiang Yan
Recommended citation: Mengmeng Kuang, Weiyan Wang, Zhenhong Chen, Lie Kang, Qiang Yan. "Efficient Two-stage Label Noise Reduction for Retrieval-based Tasks." WSDM 2022.
Multi-Objective Congestion Control
Published in EuroSys 2022 (CCF-A), 2022
Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin
Recommended citation: Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin. "Multi-Objective Congestion Control." EuroSys 2022.
Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training
Published in IEEE INFOCOM 2022 (CCF-A), 2022
Weiyan Wang, Cengguang Zhang, Liu Yang, Kai Chen, Kun Tan
Recommended citation: Weiyan Wang, Cengguang Zhang, Liu Yang, Kai Chen, Kun Tan. "Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training." IEEE INFOCOM 2022.
MDP: Model Decomposition and Parallelization of Vision Transformer for Distributed Edge Inference
Published in IEEE MSN (CCF-C), 2023
Weiyan Wang, Yiming Zhang, Yilun Jin, Han Tian, Li Chen
Recommended citation: Weiyan Wang, Yiming Zhang, Yilun Jin, Han Tian, Li Chen. "MDP: Model Decomposition and Parallelization of Vision Transformer for Distributed Edge Inference." IEEE MSN.
Multi-task Learning Based Keywords Weighted Siamese Model for Semantic Retrieval
Published in PAKDD 2023 (CCF-C), 2023
Mengmeng Kuang, Zhenhong Chen, Weiyan Wang (Corresponding Author), Lie Kang, Qiang Yan, Min Tang, Penghui Hao
Recommended citation: Mengmeng Kuang, Zhenhong Chen, Weiyan Wang (Corresponding), Lie Kang, Qiang Yan, Min Tang, Penghui Hao. "Multi-task Learning Based Keywords Weighted Siamese Model for Semantic Retrieval." PAKDD 2023.
Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding
Published in Technical Report, 2024
Tencent Hunyuan Team (including Weiyan Wang)
Recommended citation: Tencent Hunyuan Team (including Weiyan Wang). "Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding." Technical Report, 2024.
BeamVQ: Beam Search with Vector Quantization to Mitigate Data Scarcity in Physical Spatiotemporal Forecasting
Published in Technical Report, 2024
Weiyan Wang, Xingjian Shi, Ruiqi Shu, Yuan Gao, Rui Ray Chen, Kun Wang, Fan Xu, Jinbao Xue, Shuaipeng Li, Yangyu Tao, Di Wang, Hao Wu, Xiaomeng Huang
Recommended citation: Weiyan Wang, Xingjian Shi, Ruiqi Shu, Yuan Gao, Rui Ray Chen, Kun Wang, Fan Xu, Jinbao Xue, Shuaipeng Li, Yangyu Tao, Di Wang, Hao Wu, Xiaomeng Huang. "BeamVQ: Beam Search with Vector Quantization to Mitigate Data Scarcity in Physical Spatiotemporal Forecasting." Technical Report, 2024.
Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE
Published in ICML 2024 (CCF-A), 2024
Hao Wu, Huiyuan Wang, Kun Wang, Weiyan Wang, Changan Ye, Yangyu Tao, Chong Chen, Xian-Sheng Hua, Xiao Luo
Recommended citation: Hao Wu, Huiyuan Wang, Kun Wang, Weiyan Wang, Changan Ye, Yangyu Tao, Chong Chen, Xian-Sheng Hua, Xiao Luo. "Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE." ICML 2024.
HunyuanVideo: A Systematic Framework For Large Video Generative Models
Published in Technical Report, 2024
Tencent Hunyuan Team (including Weiyan Wang)
Recommended citation: Tencent Hunyuan Team (including Weiyan Wang). "HunyuanVideo: A Systematic Framework For Large Video Generative Models." Technical Report, 2024.
Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling
Published in NeurIPS 2024 (CCF-A), 2024
Shuaipeng Li, Penghao Zhao, Hailin Zhang, Samm Sun, Hao Wu, Dian Jiao, Weiyan Wang, Chengjun Liu, Zheng Fang, Jinbao Xue, Yangyu Tao, Bin Cui, Di Wang
Recommended citation: Shuaipeng Li, Penghao Zhao, Hailin Zhang, Samm Sun, Hao Wu, Dian Jiao, Weiyan Wang, Chengjun Liu, Zheng Fang, Jinbao Xue, Yangyu Tao, Bin Cui, Di Wang. "Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling." NeurIPS 2024.
HunyuanVideo-1.5: A Leading Lightweight Video Generation Model
Published in Technical Report, 2025
Tencent Hunyuan Team (including Weiyan Wang)
Recommended citation: Tencent Hunyuan Team (including Weiyan Wang). "HunyuanVideo-1.5: A Leading Lightweight Video Generation Model." Technical Report, 2025.
HunyuanImage-3.0: A Powerful Native Multimodal Model for Image Generation
Published in Technical Report, 2025
Tencent Hunyuan Team (including Weiyan Wang)
Recommended citation: Tencent Hunyuan Team (including Weiyan Wang). "HunyuanImage-3.0: A Powerful Native Multimodal Model for Image Generation." Technical Report, 2025.
Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services
Published in KDD 2025 (CCF-A), 2025
Weiyan Wang, Yilun Jin, Yiming Zhang, Victor Junqiu Wei, Han Tian, Li Chen, Jinbao Xue, Yangyu Tao, Di Wang, Kai Chen
Recommended citation: Weiyan Wang, Yilun Jin, Yiming Zhang, Victor Junqiu Wei, Han Tian, Li Chen, Jinbao Xue, Yangyu Tao, Di Wang, Kai Chen. "Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services." KDD 2025.
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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