Download: HDIS 2023 Program.pdf
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International Conference on High Performance Big Data and Intelligent Systems (HDIS 2023) Conference Schedule | |
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Main Conference Venue UM Guest House Multi-function Hall (N1-G014) 澳门大学聚贤楼N1地面层多功能厅G014 | |
December 5, 2023 (Beijing Time) | |
14:00-18:00 |
Conference Check in and Materials Collection |
December 6, 2023 (Beijing Time) | |
08:30-08:45 |
Welcome Speech Cheng-Zhong Xu, University of Macau Kejiang Ye, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences |
08:45-09:00 |
Group Photo |
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Keynote Speech Chair: Cheng-Zhong Xu, University of Macau | |
09:00-09:55 |
Networking Implications of Video Analytics Xiaoming Fu, Chair Professor of Computer Science at the Institute of Computer Science, University of Göttingen, Germany. |
09:55-10:50 |
Ultra-flexible organic electronics for health monitoring Tomoyuki Yokota, Associate Professor in Graduate School of Engineering at the University of Tokyo, Japan. |
10:50-11:10 |
Coffee Break |
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Session A-1：High Performance Computing Technologies and Applications I Session Chair：Huanle Xu, University of Macau | |
11:10-11:40 |
Invited Talk Benchmarking And Dissecting The NVIDIA Hopper GPU Architecture Xiaowen Chu, Professor, Hong Kong University of Science and Technology (Guangzhou) |
11:40-12:10 |
Invited Talk Towards Low Latency Serverless Computing For Complex Applications Quan Chen, Professor, Shanghai Jiao Tong University |
12:20-14:00 |
Conference Lunch (Buffet) |
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Session A-2：Intelligent Technologies and Applications I Session Chair：Jianbing Shen, University of Macau | |
14:00-14:30 |
Invited Talk Visual 3D Reconstruction in Autonomous Driving Wei Sui, Senior Engineer, Horizon Robotics |
14:30-14:45 |
Citrus Diseases and Pests Image-Text Retrieval Based on Multi-Modal Transformer Xingyu Liu, China Agricultural University |
14:45-15:00 |
ANN-based Approach to Modeling Energy Bands of GaN-based Heterojunction Material Meilan Hao, AnnLab, Institute of Semiconductors, Chinese Academy of Sciences |
15:00-15:15 |
Leftover: Improving Large Language Model Inference Efficiency by Leveraging Idle Resources Gao Hong, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences |
15:15-15:25 |
Revolutionizing Indoor Air Quality: An Intelligent IoT Solution for Pollution Detection Karim H Moussa, Xi'an Jiaotong Liverpool University |
15:25-15:35 |
An Approach for Multi-Object Tracking with Two-Stage Min-Cost Flow Huining Li, Beihang University |
15:35-15:55 |
Coffee Break |
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Session A-3：Intelligent Technologies and Applications II Session Chair：Shuai Wang, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences | |
15:55-16:25 |
Invited Talk Advanced Scene Understanding And Decision-Making For Autonomous Driving Wenchao Ding, Assoicate professor, Fudan University |
16:25-16:40 |
Machine Learning based Radar Heatmap Generation for Advanced Driver Assistance Systems Angela Mariama Klassen, University of Rhode Island |
16:40-16:55 |
Interference Detection of Colocation Workloads in Sidecar Cluster Ruihong Gao, Southern University of Science and Technology |
16:55-17:10 |
Optimizing FPGA-based DCN Accelerator with On-Chip Dataflow Reordering and Serial-Parallel Computing Array Ming Zhang, AnnLab, Institute of Semiconductors, Chinese Academy of Sciences |
17:10-17:25 |
Feature Reduction-based Intrusion Detection (FRID) in Satellite-Terrestrial Integrated Networks Ziyuan Tian, Dalian University of Technology |
17:30-20:30 |
Conference Reception (UM N1) |
December 7, 2023 (Beijing Time) | |
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Keynote Speech Chair: Junwen Zhong, University of Macau | |
09:00-09:55 |
Linear Processing for Vector-Valued Signals with Vector-Valued Coefficients Xiang-Gen Xia, Charles Black Evans Professor in Department of Electrical and Computer Engineering University of Delaware, USA. |
09:55-10:50 |
Dataflow based High Efficient Graph Processing Accelerator Hai Jin, Chair Professor of computer science and engineering at Huazhong University of Science and Technology (HUST), China. |
10:50-11:10 |
Coffee Break |
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Session A-4：High Performance Computing Technologies and Applications II Session Chair：Minxian Xu, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences | |
11:10-11:40 |
Invited Talk Towards Cost-Efficient DNN Model Training And Inference Serving With Serverless Pipelines Zhi Zhou, Assoicate professor, Sun Yat-sen University |
11:40-11:55 |
CJT:Boosting the Transferability of Adversarial Attacks with Color Jitter Transformation Linlin Zeng, Guangzhou University |
12:20-14:00 |
Conference Lunch (Buffet) |
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Session A-5：Intelligent Technologies and Applications III Session Chair：Hui Kong, University of Macau | |
14:00-14:30 |
Invited Talk Lidar-Based Autonomous UAVS Fu Zhang, Assistant Professor, University of Hong Kong |
14:30-15:00 |
Invited Talk Research Advances in Edge Intelligence of UAVs Haipeng Dai, Assoicate professor, Nanjing University |
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Session A-6：Best Paper Award Candidate Session Session Chair：Weijun Li, Institute of Semiconductors, Chinese Academy of Sciences | |
15:00-15:15 |
From LeanStore to LearnedStore: Using a Learned Index to Improve Database Index Search Song Jiang, University of Texas at Arlington |
15:15-15:30 |
A Stationary Random Process based Privacy-Utility Tradeoff in Differential Privacy Hongmiao Yan, Dalian University of Technology |
15:30-15:45 |
DoctorGPT: A Large Language Model with Chinese Medical Question-Answering Capabilities Wenqiang Li, AnnLab, Institute of Semiconductors, Chinese Academy of Sciences |
15:45-16:00 |
SMFENet: Stage-Aware Multi-Scale Feature Extraction Network for Real-Time Semantic Segmentation of Street Scenes Ziming Li, Guangzhou University |
16:00-16:15 |
Maize haploid identification using hyperspectral imaging and dual-branch CNN Liu Zhang, China Agricultural University |
16:15-16:35 |
Coffee Break |
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Panel Discussion: Systems Support for Large Language Models and AI Applications Panel Chair: Song Guo, Professor, IEEE Fellow, The Hong Kong University of Science and Technology (HKUST) | |
16:35-18:00 |
Panelists: Jianping Wang, Professor, City University of Hong Kong, China. Song Jiang, Professor, University of Texas at Arlington, USA. Xiaowen Chu, Professor, The Hong Kong University of Science and Technology (Guangzhou), China. Chuan Wu, Professor, The University of Hong Kong, China. Huanle Xu, Professor, University of Macau, China. |
19:00-21:00 |
Conference Banquet (W Hotel) |
December 8, 2023 (Beijing Time) | |
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Keynote Speech Chair: Xiaobo Zhou, University of Macau | |
09:00-09:55 |
Learning with Graphs Roger Wattenhofer, Full professor at the Information Technology and Electrical Engineering Department, ETH Zurich, Switzerland. |
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Session A-7：Intelligent Technologies and Applications IV Session Chair：Jiantao Zhou, University of Macau | |
09:55-10:25 |
Invited Talk Optimizing Distributed DNN Training in AI Clouds Chuan Wu, Professor, Hong Kong University |
10:25--10:55 |
Invited Talk Human-Computer Interaction in Intelligent Cockpit Cong Yang, Assoicate professor, Soochow University |
10:55-11:15 |
Coffee Break |
Session A-8：MetaRacing | |
11:15--12:15 |
MetaRacing Showcase & Awards |
12:15-12:25 |
Closing Ceremony Cheng-Zhong Xu, University of Macau |
12:30-14:00 |
Conference Lunch (Buffet) |
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Parallel Session Venue UM Guest House 1st Floor (N1-1005) 澳门大学聚贤楼N1一楼1005室 | |
December 6, 2023 (Beijing Time) | |
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Session B-1：High Performance Computing & Big Data Technologies and Applications Session Chair：Chengxi Gao, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences | |
11:10-11:25 |
Enhance Multi-domain Sentiment Analysis of Review Texts through Prompting Strategies Yajing Wang, BNU-HKBU United International College |
11:25-11:40 |
Time-aware Relay Chain-based Committee Consensus for Decentralized Identity Hong Zhang, Beijing Institute of Technology |
11:40-11:55 |
INTOP: Improving Nginx Performance by Tuning OS Parameters Wenxiong Chen, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences |
11:55-12:05 |
Phase of Flight Classification in Aviation Safety using LSTM, GRU, and BiLSTM: A Case Study with ASN Dataset Hassan Wasswa, University of New South Wales |
12:05-12:15 |
An Improved Deep Reinforcement Learning-Based Multi-Agent Cooperative Game Approach Zhongqi Zhao, Xi'an University of Technology |
12:20-14:00 |
Conference Lunch (Buffet) |
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Session B-2：Intelligent Technologies and Applications V Session Chair：Min Wu, Institute of Semiconductors, Chinese Academy of Sciences | |
14:00-14:15 |
Music-driven Motion Generation for Fashion Show via MP Loss Zeyu Yan, Donghua University |
14:15-14:30 |
Deep Embedding Clustering on Citation Networks for Community Detection Hailong Peng, Xi’an University of Technology |
14:30-14:45 |
Three-Dimensional Data Security Architecture of Agricultural Supply Chain Driven by Blockchain Guofeng Zhang, Taishan University |
14:45-15:00 |
PIFU-RGBD: Single-view RGB-D Pixel-aligned Implicit Function for 3D Human Reconstruction Yingli Wang, South China Normal University |
15:00-15:15 |
Larger receptive Field and Context Information for Pose estimation:Larger Gaussian kernel Junxiao Ma, Beijing Forestry University |
15:15-15:25 |
Research on the Application of Drone Remote Sensing and Target Detection in Civilian Fields Xiaochen Gao, Inner Mongolia University |
15:25-15:35 |
DFS-enhanced Lightgbm: an extended Lightgbm model applied to ICU heart failure mortality prediction Zehang Lin, Xiamen University of Technology |
15:35-15:55 |
Coffee Break |
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Session B-3：Intelligent Technologies and Applications VI Session Chair：Zhiwei Li, Institute of Semiconductors, Chinese Academy of Sciences | |
15:55-16:10 |
Relative Gradient Matching Cost for Mitigating Feature Discrepancies in Stereo Matchin Changlin Liu, South China Normal Univeristy |
16:10-16:25 |
Design of Perception Layer for Monitoring System in Intelligent Animal Husbandry Qianjun Chang, China Agricultural University |
16:25-16:40 |
Quadruple Extraction Algorithm for Building Temporal Knowledge Graphs for Pasture Zhongwen Li, Southwest Minzu University |
16:40-16:55 |
Video Arbitrary Style Transfer via Style Attention and Contrastive Learning Yangyang Qian, University of Shanghai for Science and Technology |
16:55-17:10 |
Competitive Swarm Optimizer Based on Individual Learning Mechanism JingQi Tang, Xi'an University of Technology |
17:10-17:25 |
Digital Infrastructure Layout Based on New Power System Research on Key Technologies of Strategy Yan Li, State Grid Electric Power Research Institute |
17:30-20:30 |
Conference Reception (UM N1) |
December 7, 2023 (Beijing Time) | |
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Session B-4：Intelligent Technologies and Applications VII Session Chair：Yang Fei, Institute of Semiconductors, Chinese Academy of Sciences | |
11:10-11:25 |
A Verifiable Dispersal Consensus and Identity Aggregation-based Trustworthy Decentralized Identity Governance Yiwei Feng, Beijing Institute of Technology |
11:25-11:40 |
Deep Learning Strategies for Addressing Anomalous Exposure in Image Processing: The FARDBUNet Approach Qi Zhou, South China Normal University |
11:40-11:55 |
FPGA implementation of CNN-LSTM classifier in speech emotion recognition system Zhaogang Gao, China Agricultural University |
11:55-12:05 |
Travel Attractions Recommendation based on Attentive Group Recommendation Algorithm Junzhi Cheng, Xi'an University of Technology |
12:20-14:00 |
Conference Lunch (Buffet) |
