Quantformer: from attention to profit with a quantitative transformer trading strategy
Quantformer: 通过量化Transformer交易策略实现从注意力到盈利
Zhaofeng Zhang, Banghao Chen, Shengxin Zhu, Nicolas Langrené
机构
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Guangdong Provincial/Zhuhai Key Laboratory of Interdisciplinary Research and Application for Data Science, Beijing Normal-Hong Kong Baptist University（广东省珠海交叉学科与数据科学应用重点实验室，北京师范大学-香港 Baptist大学）
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Advanced Institute of Natural Science, Beijing Normal University（北京师范大学自然科学研究院）
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Department of Mathematical Sciences, Beijing Normal-Hong Kong Baptist University（北京师范大学-香港 Baptist大学数学科学系）
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Department of Statistics and Data Science, Beijing Normal-Hong Kong Baptist University（北京师范大学-香港 Baptist大学统计与数据科学系）
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Department of Mathematics, University of Michigan（密歇根大学数学系）
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Department of Biomedical Informatics, Yong Loo Lin School of Medicine, National University of Singapore（新加坡国立大学 Yong Loo Lin 医学院生物医学信息学系）
Gwangtak Bae, Jaeho Shin, Seunggu Kang, Junho Kim, Ayoung Kim, Young Min Kim
机构
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Dept. of Electrical and Computer Engineering, Seoul National University（电子与计算机工程系，首尔国立大学）
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Dept. of Future Automotive Mobility, Seoul National University（未来汽车移动系，首尔国立大学）
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Dept. of Mechanical Engineering, Seoul National University（机械工程系，首尔国立大学）
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University of Michigan（密歇根大学）
Transforming GenAI Policy to Prompting Instruction: An RCT of Scalable Prompting Interventions in a CS1 Course
将生成式AI政策转化为提示指令：一项在CS1课程中可扩展的提示干预随机对照试验
Ruiwei Xiao, Runlong Ye, Xinying Hou, Jessica Wen, Harsh Kumar, Michael Liut, John Stamper
机构
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Carnegie Mellon University（卡内基梅隆大学）
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University of Toronto（多伦多大学）
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University of Michigan（密歇根大学）
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University of Toronto Mississauga（多伦多大学滑铁卢分校）
Adaptive Semi-Supervised Training of P300 ERP-BCI Speller System with Minimum Calibration Effort
自适应半监督训练的P300 ERP-BCI拼写系统：最小校准努力
Shumeng Chen, Jane E. Huggins, Tianwen Ma
机构
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Department of Biostatistics and Bioinformatics（生物统计学与生物信息学系）
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Rollins School of Public Health, Emory University（埃默里大学罗林斯公共卫生学院）
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Department of Physical Medicine and Rehabilitation（物理医学与康复系）
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Department of Biomedical Engineering（生物医学工程系）
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University of Michigan（密歇根大学）
机构
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National Chengchi University（国立政治大学）
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National Yang Ming Chiao Tung University（国立阳明交通大学）
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Can Tho University（庆坚大学）
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University of Michigan（密歇根大学）
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Stevens Institute of Technology（史泰文斯理工学院）
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Far Eastern Memorial Hospital（东方纪念医院）
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Florida International University（佛罗里达国际大学）
Beyond Benchmarks of IUGC: Rethinking Requirements of Deep Learning Methods for Intrapartum Ultrasound Biometry from Fetal Ultrasound Videos
超越IUGC基准：重新思考深度学习方法在胎儿超声视频中的产程超声生物测量需求
Jieyun Bai, Zihao Zhou, Yitong Tang, Jie Gan, Zhuonan Liang, Jianan Fan, Lisa B. Mcguire, Jillian L. Clarke, Weidong Cai, Jacaueline Spurway, Yubo Tang, Shiye Wang, Wenda Shen, Wangwang Yu, Yihao Li, Philippe Zhang, Weili Jiang, Yongjie Li, Salem Muhsin Ali Binqahal Al Nasim, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub, Zunhui Xian, Hongxing Lin, Libin Lan, Jayroop Ramesh, Valentin Bacher, Mark Eid, Hoda Kalabizadeh, Christian Rupprecht, Ana I. L. Namburete, Pak-Hei Yeung, Madeleine K. Wyburd, Nicola K. Dinsdale, Assanali Serikbey, Jiankai Li, Sung-Liang Chen, Zicheng Hu, Nana Liu, Yian Deng, Wei Hu, Cong Tan, Wenfeng Zhang, Mai Tuyet Nhi, Gregor Koehler, Rapheal Stock, Klaus Maier-Hein, Marawan Elbatel, Xiaomeng Li, Saad Slimani, Victor M. Campello, Benard Ohene-Botwe, Isaac Khobo, Yuxin Huang, Zhenyan Han, Hongying Hou, Di Qiu, Zheng Zheng, Gongning Luo, Dong Ni, Yaosheng Lu, Karim Lekadir, Shuo Li
机构
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Department of Cardiovascular Surgery, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou, China
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Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
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School of Computer Science, University of Sydney, Sydney, Australia
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Neonatology, Sydney Medical School Nepean, University of Sydney Nepean Hospital, Penrith, New South Wales, Australia
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Discipline of Medical Imaging, Faculty of Medicine
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Health, Susan Wakil Health Building, University of Sydney, Camperdown, New South Wales, Australia
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Medical Imaging, Orange Health Service, Orange, New South Wales, Australia
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University of Electronic Science
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Henan Kaifeng College of Science Technology
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Changchun University of Science
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University of Western Brittany, Brest, France
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Sichuan University, Chengdu, China
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Department of Machine Learning, Mohamed bin Zayed University of Artificial Intelligence, Masdar, Abu Dhabi
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College of Computer Science
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Engineering, Chongqing University of Technology, Chongqing, China
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Oxford Machine Learning in NeuroImaging Lab, Department of Computer Science, University of Oxford, Oxford, United Kingdom
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Visual Geometry Group, University of Oxford, Oxford, United Kingdom
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School of Computer Science
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Engineering, Nanyang Technological University, Singapore
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The University of Michigan-Shanghai Jiao Tong University Joint Institute, Shanghai Jiao Tong University, Shanghai, China
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College of Computer
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Information Science, Chongqing Normal University, Chongqing, China
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The University of Manchester, Manchester, United Kingdom
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Southwest University, Chongqing, China
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Division of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany
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Department of Electronic
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Computer Engineering, The Hong Kong University of Science
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Chief Medical Officer Deepecho Ibn Rochd CHU, Hassan II University, Casablanca, Morocco
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Department of Radiography, School of Biomedical
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Allied Health Sciences, College of Health Sciences, University of Ghana, Accra
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Department of Human Biology, Biomedical Engineering Research Center, University of Cape Town, Cape Town, South Africa
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Gynecology Center, Zhujiang Hospital, Southern Medical University, Guangzhou, China
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Department of Obstetrics
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Gynecology, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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Gynecology, The First Affiliated Hospital of Jinan University, Guangzhou, China
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Children's Medical Center, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou, China
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Engineering Division, King Abdullah University of Science
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Shenzhen University, Shenzhen, China
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Artificial Intelligence in Medicine Lab (BCN-AIM), Barcelona, Spain
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School of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
Multi-Head Attention as a Source of Catastrophic Forgetting in MoE Transformers
多头注意力作为MoE变换器中灾难性遗忘的来源
Anrui Chen, Ruijun Huang, Xin Zhang, Fang Dong, Hengjie Cao, Zhendong Huang, Yifeng Yang, Mengyi Chen, Jixian Zhou, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Tun Lu, Fan Yang, Li Shang
机构
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Fudan University, Shanghai, China（复旦大学）
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University of Bath, Bath, United Kingdom（巴斯大学）
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Oxford Suzhou Centre for Advanced Research, Suzhou, China（牛津苏滁研究中心）
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Shanghai Innovation Institute, Shanghai, China（上海创新研究院）
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Department of Computer Science, University of Colorado Boulder, Colorado, USA（计算机科学系，科罗拉多大学博尔德分校）
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Department of Electrical Engineering and Computer Science, University of Michigan（电气工程与计算机科学系，密歇根大学）
SD-MoE: Spectral Decomposition for Effective Expert Specialization
SD-MoE：通过谱分解实现有效的专家专业化
Ruijun Huang, Fang Dong, Xin Zhang, Hengjie Cao, Zhendong Huang, Anrui Chen, Jixian Zhou, Mengyi Chen, Yifeng Yang, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Fan Yang, Tun Lu, Chun Zhang, Li Shang
机构
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College of Computer Science and Artificial Intelligence, Fudan University, Shanghai, China（复旦大学计算机科学与人工智能学院）
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University of Bath, Bath, United Kingdom（巴斯大学）
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Oxford Suzhou Centre for Advanced Research, Suzhou, China（牛津苏泽研究中心）
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Department of Electrical Engineering and Computer Science, University of Michigan（密歇根大学电气工程与计算机科学系）
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Shanghai Innovation Institute, Shanghai, China（上海创新研究院）
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Department of Computer Science, University of Colorado Boulder, Colorado, USA（科罗拉多大学博尔德分校计算机科学系）
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Research Institute of Tsinghua University in Shenzhen, Shenzhen, China（清华大学深圳研究院）
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Greater Bay Area National Center of Technology Innovation, Research Institute of Tsinghua University in Shenzhen, Shenzhen, China（粤港澳大湾区国家技术创新中心，清华大学深圳研究院）
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School of Microelectronics, Fudan University, Shanghai, China（复旦大学微电子学院）
Low-Rank Online Dynamic Assortment with Dual Contextual Information
低秩在线动态搭配与双上下文信息
Seong Jin Lee, Will Wei Sun, Yufeng Liu
机构
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Department of Statistics and Operations Research, University of North Carolina, Chapel Hill（统计与运筹学系，北卡罗来纳大学 Chapel Hill 分校）
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Daniels School of Business, Purdue University（Daniels 商学院，普渡大学）
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Department of Statistics, University of Michigan（统计系，密歇根大学）
Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy
Spectra: 重新思考在谱各向异性下大语言模型的优化器
Zhendong Huang, Hengjie Cao, Fang Dong, Ruijun Huang, Mengyi Chen, Yifeng Yang, Xin Zhang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Fan Yang, Tun Lu, Li Shang
机构
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Fudan University, Shanghai, China（复旦大学）
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University of Bath, Bath, United Kingdom（巴斯大学）
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Oxford Suzhou Centre for Advanced Research, Suzhou, China（牛津苏格兰先进研究中心）
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Shanghai Innovation Institute, Shanghai, China（上海创新研究院）
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Department of Computer Science, University of Colorado Boulder, Colorado, USA（计算机科学系，科罗拉多大学博尔德分校）
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Department of Electrical Engineering and Computer Science, University of Michigan（电气工程与计算机科学系，密歇根大学）
Enhancing Predictability of Multi-Tenant DNN Inference for Autonomous Vehicles' Perception
增强自动驾驶车辆感知的多租户DNN推理可预测性
Liangkai Liu, Kang G. Shin, Jinkyu Lee, Chengmo Yang, Weisong Shi
机构
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Department of Electrical Engineering and Computer Science, University of Michigan（电气工程与计算机科学系，密歇根大学）
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Department of Computer Science and Engineering, Yonsei University（计算机科学与工程系，延世大学）
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Department of Computer and Information Sciences, University of Delaware（计算机与信息科学系，特拉华大学）
Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks
版权侦探：一种用于证据LLM闪烁版权泄露风险的取证系统
Guangwei Zhang, Jianing Zhu, Cheng Qian, Neil Gong, Rada Mihalcea, Zhaozhuo Xu, Jingrui He, Jiaqi Ma, Yun Huang, Chaowei Xiao, Bo Li, Ahmed Abbasi, Dongwon Lee, Heng Ji, Denghui Zhang
机构
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Pine AI
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The University of Texas at Austin（德克萨斯大学奥斯汀分校）
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University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）
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Duke University（杜克大学）
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University of Michigan（密歇根大学）
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Stevens Institute of Technology（史蒂文斯理工学院）
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Johns Hopkins University（约翰霍普金斯大学）
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University of Notre Dame（圣母大学）
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The Pennsylvania State University（宾夕法尼亚州立大学）
