Partial List of Industry Projects
- IBM Paint Defect Inspection Offering [youku]
- IBM VI Offering: COgnitive Visual Inspection Analytics [link]
- IBM Research Accomplishment: GMU Sales Transformation
Individual rank 6th/11 IBM Accomplishment 2013, Revenue Impact $40M - IBM Research Accomplishment: IBM Growth Market Sales Transformation
Individual rank 5th/12 IBM Outstanding Accomplishment 2014, Revenue Impact $178.8M - IBM Research Accomplishment: Variable Pay Analytics
Individual rank 5th/7 IBM Accomplishment 2015, Revenue Impact $7M - IBM Research Accomplishment: Next-Generation Opportunity Discovery Solutions for Enterprises
Individual rank 4th/9 IBM Accomplishment 2015, Revenue Impact $16M - IBM Research Accomplishment: CoRE - Cognitive Recommendation Engine
Individual rank 4th/9 IBM Accomplishment 2016, Revenue Impact $7.18M
Partial List of Project Fundings
- Machine Learning for Combinatorial Optimization
组合优化问题的机器学习求解
PI, 科技创新2030新一代人工智能重大项目 2030 China Key Research and Development Program 2020AAA0107600, 2020-2023 - General-purpose AI Solvers for Complex Discrete Optimization
复杂离散优化问题的可通用人工智能求解器
PI, 国家自然科学基金下一代人工智能重大研究计划重点项目 NSFC Major Research Program Key Project 92370201, 2024-2027 - Data-driven Intelligent Graph Computing
数据驱动的智能图计算
PI, 国家自然科学基金优秀青年基金项目 NSFC Outstanding Youth Project 62222607, 2023-2025 - Machine Learning Driven Solvers for Partial Differential Equation
机器学习驱动的偏微分方程形式发现与求解
PI's Mentor, 国家自然科学基金青年学生项目(指导教师) NSFC Undergrduate Student Project 623B1009, 2023-2025 - Portfolio Combinatorial Optimization based on Data and Behaviors
基于数据和行为的金融投资组合优化研究
co-PI, 国家自然科学基金管理科学部专项重点项目 NSFC Management Science Key Project 72342023, 2024-2027 - Multimodal Public Transportation Systems Management under Emergencies and Special Events
突发及特殊事件下的多模式公共交通系统应急管理研究
co-PI, 国家自然科学基金管理科学部国际合作项目 NSFC Management Science Key Project 72061127003, 2020-2023 - Asynchronous Sequence driven Human-like Intelligent Perception and Decision Making
异步序列驱动的类人智能感知与决策方法
co-PI, 国家自然科学基金企业联合基金 NSFC Union Key Project U19B2035, 2020-2023 - Modeling and Learning of the Dynamics of Multi-dimensional Temporal Data
多维时序数据的动态特性建模与学习
PI, 国家自然科学基金面上项目 NSFC Regular Project 61972250, 2020-2023 - Models and Algorithms for Behaviral Data driven Cross-individual Relation Discovery and Matching
行为数据驱动的个体间关系结构协同发现与匹配的模型与算法研究
PI, 国家自然科学青年基金 NSFC Youth Project 61602176, 2017-2019 - Distribution-adaptive generalizable GNNs with Applications to Graph Problem Solving
分布自适应可泛化图神经网络及其在图论问题求解的应用
PI, 上海市“科技创新行动计划”人工智能科技支撑专项计划 Shanghai Municipal AI Fund 2017T100285, 2022-2024 - Machine Learning for the Correspondence Problem in Computer Vision
机器学习驱动的计算机视觉中对应问题研究
PI, 中国博士后科学基金第10批特别资助 China Post-Doc Special Fund 2017T100285, 2017-2018 - Graph Structure based Object Detection and Localization
基于图结构建模与匹配的目标检测与定位
PI, 中国博士后科学基金第59批面上资助 China Post-Doc Class One Fund 2016M590337, 2016-2018 - Cognitive Computing for Semantic Video Classification via Deep Learning
Co-PI (IBM side), IBM Research Global Shared Union Research Project with FDU (Prof. Yu-Gang Jiang, 姜育刚), 2016-2017 - Threat Detection in Enterprise: A Visual Analysis Approach
Co-PI (IBM side), IBM Research Global Shared Union Research Project with NYU Shanghai (Prof. Nan Cao, 曹楠), 2016-2017 - Recommender System towards Fast Changing and Emerging Markets
Co-PI (IBM side), IBM Research Global Shared Union Research Project with ECNU (Prof. Hongyuan Zha, 查宏远), 2015-2016