Benchmarks & Tools

FICC 2023

The mission of BenchCouncil is to create a cutting-edge technology roadmap by exploring and advancing the latest advancements in chip technology, artificial intelligence, open-source systems, benchmarks, and evaluations. The BenchCouncil team actively invites global contributors to present their exceptional benchmarks, tools, systems, algorithms, and applications. Additionally, each affiliated conference welcomes submissions of original research manuscripts covering the aforementioned areas and topics.



Time Event
Saturday, Dec. 2  Registration
14:00-19:00 Registration   Location: Mangrove Tree Resort World Sanya Bay King Palm Tower
Day 1: Sunday, Dec. 3  Plenary Session
8:00-8:10 Opening   Remarks, Vice President of Chinese Academy of Sciences
8:10-8:20 Opening   Remarks, Local Government Official
8:20-8:25 Introduction   to BenchCouncil Achievement Award (Video)
8:25-8:30 Award   Ceremony: 2023 BenchCouncil Achievement Award
    (Award and Keynote Chair: Prof. Jianfeng Zhan, Prof. D.K. Panda)
8:30-9:10 Keynote   1 -  Essentially, All Models Are Wrong,   but Some Are Useful
    Prof. Lieven Eeckhout, Ghent University
9:10-9:15 Introduction   to BenchCouncil Rising Star Award (Video)
    Award Ceremony: 2023 BenchCouncil Rising Star Award
    (Award Chair: Prof. Jianfeng Zhan)
9:15-9:20 Opening   Remarks of OpenCS 2023, Prof. Guangnan Ni and Prof. D.K. Panda
9:20-9:25 Open100   (1960s-2021, RFC):  A Centennial   Edition of Top 100 Open Source Achievements    (Video)
    (Award Chair: Dr. Lei Wang)
9:25-9:30 Award   Ceremony: Open100 (1960s-2021, RFC) -- Bruce Perens
    (Award and Keynote Chair: Dr. Lei Wang)
9:30-10:10 Keynote   2 -  Open Source: The Past,  Present, and Future
    Bruce Perens, Co-founder of the Open Source Initiative
10:10-10:15 Opening   Remarks of Bench 2023,  Prof. Rakesh   Agrawal and Prof. Aoying Zhou
10:15-10:55 Keynote   3 - Designing High-Performance and Scalable Middleware and Benchmarks for   HPC, AI, and Data Sciences
    Prof. D. K. Panda, The Ohio State University (Keynote Chair: Prof. Weining   Qiang)
10:55-11:00 Bench100   (1896-2021, RFC):  A Centennial Edition   of Top 100 Benchmarks & Evaluation Achievements  (Video)
    (Award Chair: Dr. Chunjie Luo)
11:00-11:05 Opening   Remarks of IC 2023, Prof. Tao Tang and Prof. Weiping Li)
11:05-11:10 AI100   (1943-2021, RFC):  A Centennial Edition   of Top 100 AI Achievements    (Video)
    (Award Chair: Dr. Wanling Gao)
11:10-11:15 Award   Ceremony: Xiangshan - Open100 (1960s-2021, RFC)
    Contributors: Prof. Yungang Bao, Dr. Dan Tang. (Award and Keynote Chair:   Prof. Lieven Eeckhout)
11:15:-11:55 Keynote   4 - New trend of processor: open source chips
    Prof. Yungang Bao, Institute of Computing Technology, Chinese Academy of   Sciences 
11:55-12:00 Opening   Remarks of Chips 2023, Prof. Depei Qian
12:00-12:05 Chip100   (1943-2021, RFC):  A Centennial Edition   of Top 100 Chips Achievements    (Video)
    (Award Chair: Dr. Guoxin Kang)
12:05-12:10 Award   Ceremony: Chip100 (1940s-2021, RFC) --Steve Furber
    (Award and Keynote Chair: Dr. Guoxin Kang)
12:10-12:20 Keynote   5 - Neuromorphic Computing
    Prof. Steve Furber, University of Manchester
Day 1: Sunday, Dec. 3  Plenary Session
14:00-14:40 Keynote   6 - Creating Intelligent Cyberinfrastructure for Democratizing AI: Overview   of the Activities at the NSF-AI Institute ICICLE
    Prof. D. K. Panda, The Ohio State University (Keynote Chair: Prof. Yanwu   Yang)
14:40-14:45 Award   Ceremony: LSTM - AI100 (1943-2021, RFC)
    Contributors: Prof. Jürgen Schmidhuber (Award and Keynote Chair: Prof.   Weiping Li)
14:45-15:15 Keynote 7 - Correcting the first   draft of the 'Top 100 AI Achievements' by IOBC
    Prof. Jürgen Schmidhuber, Faster of LSTM, Fellow of the European Academy of   Sciences, Co-founder of NNAISENSE
15:15-15:20 Chip   (2022-2023): An Annual Edition of Top 100 chips achievements
15:20-15:25 Award   Ceremony: OpenBLAS - Open100(1960s-2021, RFC)
    Contributors: Prof. Yunquan Zhang, Dr. Xianyi Zhang (Award and Keynote   Chair: Bruce Perens)
15:25-15:55 Keynote   8 - OpenBLAS: an optimized BLAS library based on GotoBLAS
    Dr. Xianyi Zhang, Founder of PerfXLab
15:55-16:00 Open   (2022-2023): An Annual Edition of Top 100 open source achievements (Video)
16:00-16:05 Award   Ceremony: Hetu - Annual Achievement Selection
    Contributors: Prof. Bin Cui, et al. (Award and Keynote Chair: Dr. Biwei   Xie)
16:05-16:35 Keynote   9 - Hetu: Efficient and Scalable Distributed Deep Learning Systems
    Dr. Fangcheng Fu, Peking University
16:35-16:40 AI   (2022-2023): An Annual Edition of Top 100 AI achievements (Video)
16:40-16:45 Award   Ceremony: Computational Storage Device - Annual Achievement Selection
    Contributors: Prof. Yaodong Cheng, et al. (Award and Keynote Chair: Prof.   Ke Zhang)
16:45-17:15 Keynote   10 - Computational Storage Device for Scientific Big Data
    Prof. Yaodong Cheng, Institute of High Energy Physics, Chinese Academy of   Sciences
17:15-17:20 Bench   (2022-2023): An Annual Edition of Top 100 benchmarks & evaluation   achievements (Video)
17:20-17:25 Award   Ceremony: TDengine - Open100 (1960s-2021, RFC)
    Contributors: Jianhui Tao, et al. (Award and Keynote Chair: Dr. Sa Wang)
17:25-17:55 Keynote   11 - Open Source and Cloud Services: A Dual Engine for Innovating Industrial   Software
    Jianhui Tao, Founder of TAOS Data
17:55-18:00 Award Ceremony: FastStream - Open100   (2022-2023)
    Contributors: Hajdi Cenan, Davor Runje. (Award and Keynote Chair: Prof.   Zhifei Zhang)
18:00-18:30 Keynote   12 - FastStream: a powerful and easy-to-use Python framework for building   asynchronous services interacting with event streams
    Hajdi Cenan, Davor Runje (Airt.ai)
18:50-21:00 Banquet
Day 2, Monday, Dec. 4
Chips Invited Talk Session1:    New technologies and New methods I
9:00-9:20 Lieven   Eeckhout Ghent University Decoupled Vector Runahead
9:20-9:40 Lieven   Eeckhout Ghent University SAC: Sharing-Aware Caching in Multi-Chip GPUs
9:40-10:00 Qi   Guo ICT, CAS Automatically Constrained High-Performance Library Generation
10:00-10:20 Ceyu xu Duke Fast Logic Synthesis Prediction with Deep Learning
10:20-10:40 Tea Break
OpenCS Invited Talk Session 1:    High-performance HW/SW technology
10:40-11:00 Kaifan   Wang, Yinan Xu Beijing   Institute of Open Source Chip, ICT CAS Xiangshan:   Open-source high-performance RISC-V processor
11:00-11:20 Hongbin   Zhang Institute   of Software Chinese Academy of Sciences BUDDY   MLIR: An MLIR-based compiler framework designed for a co-design ecosystem   from DSL to DSA
11:20-11:40 Zhiyi   Wang ICT,   CAS STEED:   A High Performance Analytical Database for JSON
IC 2023 Invited talk
8:30-9:00 Zhu   Tingshao (Institute of Psychology, Chinese Academy of Sciences) Artificial   Intelligence-Based Identification of Psychological and Psychiatric Illnesses
IC 2023 Session 1 –  AI for Finance, Civil Aviation
9:00-9:20 Sixian   Chen(China University of Petroleum), Zonghu Liao(China University of   Petroleum), Jingbo Zhang(China University of Petroleum) Forecasting   the price of Bitcoin using an explainable CNN-LSTM model
9:20-9:40 Xinlin   Wang (University of Luxembourg)
    Mats Brorsson (University of Luxembourg)
Augmenting   Bankruptcy Prediction using Reported Behavior of Corporate Restructuring
9:40-10:00 LI LU   (Civil Aviation Flight University of China)
    Juncheng Zhou (Civil Aviation Flight University of China)
    Chen Li (Civil Aviation Flight University of China)
    Yuqian Huang (Civil Aviation Flight University of China)
    Jiayi Nie (Civil Aviation Flight University of China)
    Junjie Yao (Civil Aviation Flight University of China)
3D   Approach Trajectory Optimization Based on Combined Intelligence Algorithms
10:00-10:20 Jiahui   Shen (Civil Aviation Flight University of China) A-SMGCS:   Innovation, Applications, and Future Prospects of Modern Aviation Ground   Movement Management System
10:20-10:40 Lin   Zou (CAFUC)
    Jingtao Wang (CAFUC)
    Weiping Li (CAFUC)
    Jianxiong Chen (CAFUC)
Interpretable   prediction of commercial flight delay duration based on machine learning   methods
IC 2023 Session 2 –  AI for Medicine,  Education
10:40-11:00 Hongyu   Kang (Institute of Medical Information, Chinese Academy of Medical Sciences   and Peking Union Medical College)
    Qin Li (Department of Biomedical Engineering, School of Life Science,   Beijing Institute of Technology)
    Jiao Li (Institute of Medical Information, Chinese Academy of Medical   Sciences and Peking Union Medical College)
    Li Hou (Institute of Medical Information, Chinese Academy of Medical   Sciences and Peking Union Medical College)
KGCN-DDA: a   knowledge graph based GCN method for drug-disease association prediction
11:00-11:20 Geng   Gao (School of Biomedical Engineering)
    Yunfei He (School of Biomedical Engineering)
    Li Meng (School of Biomedical Engineering)
    Jinlong Shen (School of Biomedical Engineering)
    Lishan Huang (School of Biomedical Engineering)
    Fengli Xiao (Department of Dermatology of First Affiliated Hospital, and   Institute of Dermatology)
    Fei Yang (School of Biomedical Engineering)
Label-independent   Information Compression for Skin Diseases Recognition
11:20-11:40 Luning   Sun (University of Cambridge)
    Hongyi Gu (Netmind.ai)
    Rebecca Myers (University of Cambridge)
    Zheng Yuan (King's college London)
A new dataset   and method for creativity assessment using the alternate uses task
Bench 2023 Session 1:Paper Session
9:00- 9:20 Zhenying   Li ICT,   CAS ICBench:   Benchmarking Knowledge Mastery in Introductory Computer Science Education
9:20- 9:40 Xiuyu   Jiang Sun   Yat-sen University MolBench:   A Benchmark of AI Models for Molecular Property Prediction
9:40-10:00 Along   Mao Computer   Network Information Center(CNIC), Chinese Academy of Sciences  MMDBench:   A Benchmark for Hybrid Query in Multimodal Database
10:00-10:20 Fei   Tang UCAS AGIBench:   A Multi-granularity, Multimodal, Human-referenced, Auto-scoring Benchmark for   Large Language Models
10:20-10:40 Rohit   P. Singh University   of Cincinnati Generating   High Dimensional Test Data for Topological Data Analysis
10:40-11:00 Yatao   Li Microsoft   Research Does   AI for science need another ImageNet Or totally different benchmarks? A case   study of machine learning force fields
11:00-11:20 Fan   Zhang ICT,   CAS Cross-layer   profiling of IoTBench
11:20-11:40 Dhabaleswar   K. Panda The   Ohio State University Benchmarking   Modern Databases for Storing and Profiling Very Large Scale HPC Communication   Data
11:40-12:00 Yikang   Yang UCAS A   Linear Combination-based Method to Construct Proxy Benchmarks for Big Data   Workloads
9:00-12:00 Workshop:Talents   Education and Development for Open-source Computer Systems and Chips
Day 2, Monday, Dec. 4
OpenCS Invited Talk Session 2: AI and LLM 
14:00-14:20 Yang   Liu Alibaba FaceChain:   a deep-learning toolchain for generating your Digital-Twin
14:20-14:40 Li   Jiang, Wei Zheng Microsoft AutoGen:   Enabling Next-Gen AI Applications via Multi-Agent Conversation
14:40-15:00 Ya   Luo Peking   University CraneSched:   An Intelligent Scheduling System
15:00-15:20 Hongliang   Jiang Meituan YOLOv6:   a single-stage object detection framework dedicated to industrial   applications
15:20-15:40 Tea Break
OpenCS Invited Talk Session 3: Frameworks and tools for emerging   applications
15:40-16:00 Wenli   Zhang ICT,   CAS Open-source
    user-space network stack and 3 test tools for C10M high concurrency
16:00-16:20 Yingjie   Jiang, Ran Mo Central   China Normal University A   Comprehensive Study on Code Clones in Automated Driving Software
16:20-16:40 Yuanjia   Zhang PingCAP TiDB:   an open-source, cloud-native, distributed, MySQL-Compatible database for   elastic scale and real-time analytics
16:40-17:00 Yue   Jin ICT,   CAS DASICS:   Enhancing Memory Protection with Dynamic
    Intra-Address Space Bounds
17:00-17:20 Xiaoya   Xia X-Lab OpenDigger:   An open source analysis report project
17:20-17:40 Jianwei   Zhu Huawei openEuler:   Bringing new opportunities to the diversified computing era
17:40-18:00 Tsinghua   University IoTDB:   Internet of Things Database for Time-series Data
Chips Invited Talk Session 1:    New technologies and New methods    II
14:00-14:20 Qinggang   Wang Huazhong University of Science and Technology Memory Access Optimization Mechanism of FPGA-based Graph   Computing Accelerator
14:20-14:40 Yishan   Wang SIAT,CAS Closed-loop Brain-Computer Interface Chip
14:40-15:00 XiaoFeng   Hou Shanghai   Jiao Tong University AMG Multi-modal   computing unit
15:00-15:20 XingJun   Wang Peking University Microcomb-driven silicon photonic systems
15:20-15:40 Tea Break
Chips Invited Talk   Session 2:  New architectures
15:40-16:00 GuangMing Tang, Haihang You  ICT, CAS SUSHI Superconductor Chip
16:00-16:20 Ke   Zhang  ICT, CAS SERVE:   Agile Cloud Hardware/Software Development Platform  for Computer Systems Course Experiments
16:20-16:40 Xueqi   Li  ICT, CAS Specialized   Accelerators for High-Performance Domains and Cross-Layer Performance   Optimization
16:40-17:00 Junnan   Li National University of Defense Technology Intelligent   Network Processor for Deterministic and In-Network Computing
IC 2023 Session 3 –  AI for Law 
14:00-14:20 Weijie   Huang (Shenzhen University)
    Xi Chen (corresponding author) (Shenzhen University)
A   Levy Scheme for User-Generated-Content Platforms and its Implication for   Generative AI Providers
14:20-14:40 Jiaxing   Li (Nankai University) Moving Beyond   Text: Leveraging Multi-modal Data to Enhance AI's Understanding of Legal   Reasoning through Rebuttals
14:40-15:00 Laitan   Ren (The Law School of Hainan University)
    Jingjing Wu (The Law School of Hainan University)
The Worldwide   Contradiction of the AIGC Regulatory Theory Paradigm and China’s Response:   Focus on the Theories of Normative Models and Regulatory Systems
15:00-15:20 Qun   Wang (Shanghai Maritime University)
    Shuhao Qian (Shenzhen Research Institute of Big Data)
    Jiahuan Yan (East China University of Political Science and Law) 
Learning Deep   Features for Trademark Law Prediction Based on TF-IDF and XGBoost
15:20-15:40 Yicheng Liao(Zhejiang University) Review   of Big Data Evidence in Criminal Proceedings: Basis of Academic theory,   Practical Pattern and Mode Selection
IC 2023 Session 4 –  AI for Ocean, Space
15:40-16:00 Kai   Wang (Ocean University of China)
    Guoqiang Zhong (Ocean University of China)
Diffusion   Probabilistic Models for Underwater Image Super-Resolution
16:00-16:20 Libin   Du (Shandong University of Science and Technology)
    Mingyang Liu (Shandong University of Science and Technology)
    Zhichao Lv (Shandong University of Science and Technology)
    Zhengkai Wang (Shandong University of Science and Technology)
    Lei Wang (Shandong University of Science and Technology)
    Gang Wang (Shandong University of Science and Technology)
Classification   Method for Ship-Radiated Noise Based on Joint Feature Extraction
16:20-16:40 Yun-Long   Li (National Space Science Center, Chinese Academy of Sciences)
    Ci-Feng Wang (National Space Science Center, Chinese Academy of Sciences)  
    Jia Zhong (National Space Science Center, Chinese Academy of Sciences)  
    Yang Lu (National Space Science Center, Chinese Academy of Sciences) 
Semantic   retrieval of Mars data using contrastive learning and convolutional neural   network
16:40-17:00 Sun   Xian, Fu Kun, Diao Wenhui, Yan Zhiyuan, Feng Yingchao, Wang Peijin, Zhang   Wenkai, Li Jihao  RingMo: A   Remote Sensing Foundation Model with Masked Image Modeling
17:00-17:20 Shaofeng   Fang (National Space Science Center, Chinese Academy of Sciences)
    Jie Ren (School of Earth and Space Sciences, Peking University)
Machine   Learning Techniques for Automatic Detection of ULF waves
IC 2023 Session 5 –  AI for Edge computing
17:20-17:40 Guo Xiaoqi, Chen Weineng, Wei Fengfeng, Mao   Wentao, Hu Xiaomin, Zhang Jun Edge–Cloud   Co-Evolutionary Algorithms for Distributed Data-Driven Optimization Problems
17:40-18:00 Li Feng Edge computing   operating system: Seaway Edge
Bench 2023 Session 2:Paper Session
14:00-14:20 Zechun   Zhou University   of Science and Technology of China Automated   HPC Workload Generation Combining Statistic Modeling and Autoregressive   Analysis
14:20-14:40 Wanling   Gao ICT,   CAS Edge   AIBench 2.0: A scalable autonomous vehicle benchmark for IoT–Edge–Cloud   systems
14:40-15:00 Jiahui   Xu ICT,   CAS StreamAD:   A cloud platform metricsoriented benchmark for unsupervisedonline anomaly   detection
Bench 2023 Invited Talk Session 1: Benchmark and Dataset
14:40-15:00 Zhiyuan   Yan ICT,   AIR FAIR1M   datasets
15:00-15:20 Weineng   Chen South   China University of Technology Specification   for Reliability evaluation of swarm intelligent optimization algorithms
15:20-15:40 Tea Break
15:40-16:00 Xiaofei Yan The Institute of High   Energy Physics of the Chinese Academy of Sciences Juno workloads
16:00-16:20 Xiangnan   Zhao National   Institute of Metrology of China Storage   capacity & performance benchmark
16:20-16:40 Huihui   Fang Sun   Yat-sen University,South China University of Technology iChallenge   datasets
16:40-17:00 Tongyu Liu East China Normal   University Hperf:   Efficient Cross-platform Multiplexing of Hardware Performance Counters via   Adaptive Grouping
17:00-17:20 Yuwei Gao NBSDC Governance and   Sharing of high-quality scientific data in basic fields in China
Day 3, Tuesday, Dec. 5
OpenCS Invited Talk Session 4: High Performance Computing and   Analysis
9:00-9:20 Weile   Jia ICT,   CAS DeePMD:   A deep learning package for many-body potential energy representation and   molecular dynamics
9:20-9:40 Ting   Cao Microsoft ArchProbe:   a profiling tool to demythify and quantify mobile GPU architectures
9:40-10:00 Zhuolun   Jiang ICT,   CAS Asynchronous   Memory Access Unit: Exploiting
    Massive Parallelism for Far Memory Access
10:00-10:20 Xiaoyi   Lu The   Ohio State University PMIdioBench:   Understanding the Idiosyncrasies of Real Persistent Memory
10:20-10:40 Tea Break
Chips  Invited Talk   Session 3: Accelerator
10:40-11:00 Zhigao   Zheng Wuhan University Path Merging Based Betweenness Centrality Algorithm on GPU
11:00-11:20  Mingzhe Zhang IIE,CAS Fully   Homomorphic Acceleration Based on GPGPU
11:20-11:40 Liwei   Guo University of Electronic Science and Technology of China A 50KB Machine   Learning GPU Stack
11:40-12:00 Junsheng   Lai KINGTIGER   TESTING  Complete Memory Aging Technology
IC 2023 Session 6 -  AI for High Energy Physics, Materials
9:00-9:20 Jiameng Zhao (Zhengzhou University)
    Zhengde Zhang (Chinese Academy of Science)
    Fazhi Qi (Chinese Academy of Science)
An   Intelligent Image Segmentation Annotation Method Based on SAM Large Model
9:20-9:40 Yutao Zhang (Zhengzhou University)
    Yaodong Cheng (Institute of High Energy Physics, Chinese Academy of   Sciences)
ParticleNet for   Jet Tagging in Particle Pyhsics on FPGA
9:40-10:00 Cen Mo (Shanghai Jiao Tong University)
    Fuyudi Zhang (Shanghai Jiao Tong University)
    Liang Li (Shanghai Jiao Tong University)
Neutrino   Reconstruction in TRIDENT Based on Graph Neural Network
10:00-10:20 Jiayi Xu (Institute of High Energy Physics,   Chinese Academy of Sciences)
    Peng Kuang (Institute of High Energy Physics, Chinese Academy of Sciences)  
    Fuyan Liu (Institute of High Energy Physics, Chinese Academy of Sciences)  
    Xingzhong Cao (Institute of High Energy Physics, Chinese Academy of   Sciences)
    Baoyi Wang (Institute of High Energy Physics, Chinese Academy of Sciences)  
    Haiying Wang (China Univ Geosci Beijing, Sch Sci)
    Peng Zhang (Institute of High Energy Physics, Chinese Academy of Sciences)
Application of   Machine Learning-Based Neural Networks in Positron Annihilation Spectroscopy   Data Analysis
10:20-10:40 Hideki Okawa (Institute of High Energy Physics,   Chinese Academy of Sciences)
    Michael James Fenton (University of California, Irvine)
    Alexander Shmakov (University of California, Irvine)
    Yuji Li (Fudan University)
    Ko-Yang Hsiao (National Tsing Hua University)
    Shih-Chieh Hsu (University of Washington, Dept. of Physics)
    Daniel Whiteson (University of California, Irvine)
    Pierre Baldi (University of California, Irvine)
Symmetry   Preserving Attention Networks for resolved top quark and Higgs boson   reconstruction at the LHC
10:40-11:00 Hideki Okawa (Institute of High Energy Physics,   Chinese Academy of Sciences) Quantum   Tracking for Future Colliders
11:00-11:20 Abdualazem Fadol Mohammed (Institute of High   Energy Physics) The prospect of   quantum machine learning algorithms in High Energy Physics
11:20-11:40 Zejia Lu (Shanghai Jiao Tong University)
    Xiang Chen (Shanghai Jiao Tong University)
    Jiahui Wu (Shanghai Jiao Tong University)
    Yulei Zhang (Shanghai Jiao Tong University)
    Liang Li (Shanghai Jiao Tong University) 
Application of   Graph Neural Networks in Dark Photon Search with Visible Decays at Future   Beam Dump Experiment
IC 2023 Session 7 –  AI for Algorithm, Security, and System
9:00-9:20 Jinyuan Luo (Guangzhou University)
    Linhai Xie (National Center for Protein Sciences (Beijing))
    Hong Yang (Guangzhou University)
    Xiaoxia Yin (Guangzhou University)
    Yanchun Zhang (Guangzhou University)
Machine   Learning for time-to-event prediction and survival clustering: A review from   statistics to deep neural networks
9:20-9:40 Shuran Lin (Beijing Jiaotong University)
    Chunjie Zhang (Beijing Jiaotong University)
    Yanwu Yang (Huazhong University of Science and Technology)
Second-Order   Gradient Loss Guided Single-Image Super-Resolution
9:40-10:00 Severin Reiz (Technical University of Munich)  
    Keerthi Gaddameedi (Technical University of Munich)
    Tobias Neckel (Technical University of Munich)
    Hans-Joachim Bungartz (Technical University of Munich)
Efficient and   Scalable Kernel Matrix Approximations using Hierarchical Decomposition
10:00-10:20 Guilan Li The   implementation and optimization of FFT based on the MT-3000 chip SAR imaging
10:20-10:40 Haojia Huang (School of Data and Computer   Science, Sun Yat-sen University)
    Pengfei Chen (School of Data and Computer Science, Sun Yat-sen University)  
    Guangba Yu (School of Data and Computer Science, Sun Yat-sen University)
EDFI:   Endogenous Database Fault Injection with a Fine-Grained and Controllable   Method
10:40-11:00 Zhou Shijie, Liu Qihe, Wu Chunjiang, Wu Zhewei,   Zeng Yi, Qiu Shilin, Zhang Zhun, Zhou Ling, Liu Haoyu, Wang Junhan, Yu   Ruilong, Gou Min, Liang Tao, Pan Haolan Artificial   Intelligence Security Detection Platform
11:00-11:20 Siqi Shi (School of Materials Science and   Engineering, Shanghai University)
    Hailong Lin (School of Materials Science and Engineering, Shanghai   University)
    Zhengwei Yang (School of Computer Engineering and Science, Shanghai   University)
    Linhan Wu (School of Computer Engineering and Science, Shanghai University)  
    Yue Liu (School of Computer Engineering and Science, Shanghai University)
Predicting   activation energy of Li-containing compounds with graph neural network
11:20-11:40 Zongxiao Jin (Shanghai University of   Engineering Science)
    Yu Su (Shanghai University of Engineering Science)
    Jun Li (Shanghai University of Engineering Science)
    Huiwen Yang (Shanghai University of Engineering Science)
    Jiale Li (Shanghai University of Engineering Science)
    Huaqing Fu (Shanghai Eraum Alloy Materials Co.,Ltd.)
    Zhouxiang Si (Shanghai Eraum Alloy Materials Co.,Ltd.)
    Xiaopei Liu (Shanghai Eraum Alloy Materials Co.,Ltd.)
Convolutional   Graph Neural Networks for Predicting Enthalpy of Formation in Intermetallic   Compounds Using Continuous Filter Convolutional Layers
Bench 2023 Invited Talk Session 2: Benchmark and Dataset
9:00- 9:20 Niklas   Muennighoff Hugging   Face MTEB:   Massive Text Embedding Benchmark
9:20- 9:40 Zirui   Hu, Siyang Weng East   China Normal University Lauca:   Generating Application-Oriented Synthetic Workloads
9:40-10:00 Yucong   Duan Hainan   University Evaluating   Large Language Models
10:00-10:20 Yue   Zhou Shanghai   Jiao Tong University MMRotate:   A Rotated Object Detection Benchmark using PyTorch
10:20-10:40 Baojin   Huang Wuhan   University Masked   face recognition dataset and application
10:40-11:00 Chenxi   Wang UCAS DPUBench:   An application-driven scalable benchmark suite for comprehensive DPU   evaluation
11:00-11:20 Jindong   Wang,Kaijie Zhu Microsoft PromptBench:   Towards Evaluating the Robustness of Large Language Models on Adversarial   Prompts
11:20-11:40 Fenglin   Bi East   China Normal University OpenPerf:   Infrastructure and application test and analysis framework
11:40-12:00 Guoxin   Kang ICT,   CAS OLxPBench:   Real-time, Semantically Consistent, and Domain-specific are Essential in   Benchmarking, Designing, and Implementing HTAP Systems
12:00-12:20 Qi   Zhang Tsinghua   University AIPerf:   Automated Machine Learning as an AI-HPC Benchmark
Day 3, Tuesday, Dec. 5
Chips Invited Talk Session 4: Design Method
14:00-14:20 David   Schall The University of Edinburgh Warming Up a Cold Front-End with Ignite
14:20-14:40 Jin   Zhao Huazhong University of Science and Technology TDGraph: Topology-driven   Streaming Graph Processing Accelerator
14:40-15:00 Ke   Zhang ICT, CAS REMU:
    Enabling Cost-Effective Checkpointing and Deterministic Replay in   FPGA-based
15:00-15:20 Zhongcheng   Zhang ICT,   CAS SIMD   co-processor 
15:20-15:40 Tea Break
OpenCS Invited Talk Session 5: Big Data and Platform
15:40-16:00 Yongming   Wei FMSoft HVML:   A new-style and easy-to-learn programming language
16:00-16:20 Lei   Zou Peking   University gStore:   a graph based RDF triple store
16:20-16:40 Xiaojie   Zhu Computer   Network Information Center, Chinese Academy of Sciences PiFlow:   an easy to use, powerful big data pipeline system
16:40-17:00 Huaqian   Cai Peking   University BDOA   and BDWare: Internet of Data Based on Digital Object Architecture and Big   Data Interoperability Technology
17:00-17:20 TAL   Education Group pyKT:   A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
17:20-17:40 Yenan   Tang X-Lab Hypercrx:   A browser extension for insights into GitHub projects and developers
17:40-18:00 Fenglin   Bi East   China Normal University OpenLeaderboard:   A Window to Open Source Dynamics
IC 2023 Session 8 –  AI applications 1
14:00-14:20 Fanda Fan Hierarchical   Masked 3D Diffusion Model for Video Outpainting
14:20-14:40 Wang Haifeng, Wu Tong, Yang Kun Express   delivery order generation model based on deep learning
14:40-15:00 Hao Qinfen, Liu Jing Knowledge   distillation
15:00-15:20 Chen Zugang, Feng Hang, Cai Kuangsheng Spatiotemporal   big data computing
15:20-15:40 Chen Zugang Research   on the construction method of earth observation knowledge hub based on   knowledge graph
IC 2023 Session 9 –  AI applications 2
15:40-16:00 Fan Yiqun, Liu Fang, Gao Ying, Sun Shengting,   Shao Changyu, Zhang Li Intelligent   operation and maintenance management and control platform for urban municipal   facilities
16:00-16:20 Zhuang Lilin Cartoonist
16:20-16:40 Mohd Javaid ChatGPT for   healthcare services: An emerging stage for an innovative perspective
16:40-17:00 Abid Haleem An era of   ChatGPT as a significant futuristic support tool: A study on features,   abilities, and challenges
17:00-17:20 Partha Pratim Ray Benchmarking,   ethical alignment, and evaluation framework for conversational AI: Advancing   responsible development of ChatGPT
Bench 2023 Session 3:Paper Session
14:00-14:20 Lichen   Jia ICT,   CAS ERMDS:   A obfuscation dataset for evaluating robustness of learning-based malware   detection system
14:20-14:40 Wenjing   Liu; Xiaoshuang Liang Guangxi   Normal University Algorithmic   fairness in social context
14:40-15:00 Hainan   Ye UCAS MetaverseBench:   Instantiating and benchmarking metaverse challenges
15:00-15:20 Chunjie   Luo ICT,   CAS HPC   AI500 V3.0: A scalable HPC AI benchmarking framework
15:20-15:40 Tea   Break
15:40-16:00 Fei   Tang UCAS SNNBench:   End-to-end AI-oriented spiking neural network benchmarking
16:00-16:20 Simin   Chen Zhongguancun   National Laboratory IoTBench:   A data centrical and configurable IoT benchmark suite
16:20-16:40 Yuyang   Li; Ning Li East   China Normal University Hmem:   A Holistic Memory Performance Metric for Cloud Computing
16:40-17:00 Zhengxin   Yang ICT,   CAS Quality   at the Tail of Machine Learning Inference
17:00-17:20 Sang   Wook Stephen Do Futurewei   Technologies Enabling   Reduced Simpoint Size Through LiveCache and Detail Warmu
14:00-17:00 Workshop:Information   Superbahn
Day 4, Wednesday, Dec. 6
Technical Achievements   Evaluation Roundtable Forum
9:00-10:00 Achievement   Technology Evaluation Discussion
10:00-11:00 Issue Certificate


Your Benefits

Registration type Early bird ticket
(By November 25th)
Full fare ticket
(After November 25th)
General registration attendees are entitled to an additional meal ticket benefit for children under 12 years old.
International Registration(Accepted papers must use the International registration) Standard registration including paper publication US $690.00 US $760.00
Simple registration including paper publication ( No food and beverage included ) US $530.00 US $580.00
Standard registration not including paper publication US $490.00 US $550.00
Simple registration not including paper publication ( No food and beverage included ) US $320.00 US $360.00
Student registration including paper publication US $420.00 US $480.00
Simple student registration including paper publication (No food and beverage included) US $260.00 US $280.00
Standard student registration not including paper publication US $280.00 US $320.00
Simple student registration not including paper publication ( No food and beverage included ) US $200.00 US $230.00
Group Registration Registration method:
Please transfer to the following account and send attendees' information (first name, last name, email address, institution) to benchcouncil@bafst.com. Once receiving the registration fees, the registration team will check the information and help finish the group registration.
Account Number: 801-670811-838
Account Address: 6/F Manulife Place, 348 Kwun Tong Road, Kowloon, Hong Kong.
Bank Name: The Hongkong and Shanghai Banking Corporation Limited
Bank Address: HSBC Main Building, 1 Queen's Road Central, Central, Victoria City, Hong Kong.
5 to 10 attendees, 5% discount
11 to 15 attendees, 10% discount
16 to 20 attendees, 15% discount
Registration Website: https://eur.cvent.me/5qQEq
About the refund policy:
1.If canceled by 10/31/2023, the amount refunded would be 100%.
2.If canceled by 11/15/2023, the amount refunded would be 80%.
3.Non-refundable after 11/15/2023.
4.No refund will be provided if the registrant is the only author of an accepted paper who has registered for the conference. Note that multiple papers cannot share the same registration ID.

Conference Venue - Sanya Bay Mangrove Tree Resort World

Sanya Bay Mangrove Tree Resort World is situated in the future administrative center of Sanya Bay, renowned for its Coconut Dream Corridor. Embracing the innovative planning concept of "around the river with multi-business," this resort complex in China seamlessly integrates the finest accommodations, exhibitions, business facilities, leisure activities, entertainment options, and shopping experiences, all boasting cutting-edge design. Regardless of whether guests are families, corporate travelers, conference attendees, parents with children, or honeymooners, they will discover their own personalized "world" within this exceptional destination.

Address: No.155 Fenghuang Road, Tianya District, Sanya, Hainan

Hotel reservation
Accommodation fee

Coconut Tower Traditional (45 square meters, single-bed, single-breakfast): CNY ¥400.00/Day

Coconut Tower Traditional (45 square meters, double-bed, double-breakfast): CNY ¥480.00/Day

King Palm Tower Traditional (53 square meters, single-bed, single-breakfast): CNY ¥480.00/Day

King Palm Tower Traditional (53 square meters, double-bed, double-breakfast): CNY ¥530.00/Day

King Palm Tower Suites (offer double breakfast):CNY ¥950.00/Day

If you need assistance with hotel reservations or if you encounter any issues with your reservation, please contact liuyun@mail.bafst.com


Sanya Phoenix International Airport to Venue, distance 10 kilometers, about fee CNY ¥40.00