Biography

I'm currently a PhD student from Computer Science Department at Rutgers University (since 2017 Fall), under the supervision of Prof. Mubbasir Kapadia. Before that, I received my Bachelor of Engineering in Computer Science and Technology in 2017, and Bachelor of Arts in TV Editing and Directing (Post-production of Television) in 2016, both from Communication University of China.


I'm currently a Research Intern at Salesforce Research working with Dr. Juan Carlos Niebles and Dr. Roberto Martín-Martín on instructional video understanding (I'm a part of the AI for Multimodal and Temporal Reasoning research team).


I've done internships at NEC Laboratories America (Mentors: Dr. Asim Kadav and Dr. Farley Lai), and Google YouTube (Mentors: Dr. Wei-Hong Chuang and Dr. Hassan Akbari).


I'll graduate soon - welcome to email me for job opportunities! ;P

Research Interests:

Deep Learning, Computer Vision, Multimodal Understanding.

  • Instructional video representation learning

  • Multimodal scene boundary detection in long videos

  • Group activity recognition from videos

  • Video spatiotemporal reasoning and object tracking

  • Crowd trajectory prediction with computer vision techniques and virtual simulations

  • Learn low-dimensional vector representations for graphs with innovative applications (e.g., automatic floorplan design)

  • Foresee human interaction patterns in online environment (e.g., information/product adoption patterns)

Particularly, I'm passionate about the next-generation machine intelligence, especially machine learning and reasoning that enables a deeper understanding of the semantics of data (video, image, text, graph, human skeleton and other modalities). Currently, my research is focusing on multimodal video understanding and representation learning.

News!


Projects:

  • Instructional Video Representation Learning

  • Group Activity Recognition from Videos

  • Multimodal Scene Boundary Detection in Long Videos

  • Spatiotemporal Object-Centric Reasoning in Videos

  • Hyperbolic Graph Representation Leaning

  • Deep Long-Term Crowd-Flow Prediction in Arbitrary Environment

  • Semantically and Behaviourally Augmented Floorplan Embedding

  • Multiscale Modeling of Online Social Environments

  • SocialSim: Computational Simulation of Online Social Behavior

  • Exploring Echo Chamber in Real-World E-Commerce Recommenders

  • Can We Summarize Reddit Post? [Code][Presentation]

  • More ...


Skills:

Python, C++, C, Java, PHP, JavaScript, Pytorch, Keras, Tensorflow, JAX, Caffe, OpenCV, MATLAB, SteerSuite, Ubuntu, GCP, AWS, SQL, Elasticsearch, Apache Zeppelin, etc.


Services and Activities:

  • Volunteer

    • IJCAI-PRICAI 2020, the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence, Jan, 2021.

    • ACM SIGGRAPH 2018 Conference in Vancouver, Canada, Aug. 2018.

      • Assisted the conference throughout various shifts. Work duties include merchandise distribution, attendee interactive experience assistance, conference activity and media coordination.

    • RadioAsia 2016 Conference in Beijing, China, Apr. 2016.

      • Acted as an assistant for IT department manager from Asia-Pacific Broadcasting Union and coordinated work with China National Radio Station. Work duties include translation, maintenance, coordination and management.

    • Cui Yongyuan Oral History Museum, Jul. 2014.

      • Digitized and archived precious diaries from historical eminent persons.

  • Paper Reviewer

    • Reviewer for NeurIPS 2022.

    • Reviewer for ECCV 2022.

    • Emergency Reviewer for CVPR 2022.

    • Reviewer for ICLR 2022.

    • Reviewer for Transactions on Information Systems (TOIS).

    • Reviewer for SCA 2021.

    • Reviewer for ICCV 2021.

    • Reviewer for CVPR 2021.

    • Reviewer for "Transactions on Signal and Information Processing over Networks".

    • External Reviewer for "ICDM: International Conference on Data Mining 2020".

    • Program Committee Member for "the IJCAI workshop on Neural Cognitive Modeling of Humans and Environments 2020".

    • External Reviewer once for "GMOD: Graphical Models".

    • External Reviewer once for "TVCG: IEEE Transactions on Visualization and Computer Graphics".

    • External Reviewer once for "CASA: Computer Animation and Social Agents 2018".

  • Teaching Assistant

    • Rutgers University, Department of Computer Science, Software Engineering (198:431:F20), Sept. 2020 - Dec. 2020.

    • Rutgers University, Department of Computer Science, Internet Technology (198:352:S20), Jan. 2020 - May 2020.

    • Rutgers University, Department of Computer Science, Internet Technology (198:352:F19), Sept. 2019 - Dec. 2019.

    • Rutgers University, Department of Computer Science, Principles of Programming Languages (198:314:F17), Sept. 2017 - Dec. 2017.

    • Beijing New Oriental School, English Learning Department, Managed a residential boarding class. Aug. 2015.


Talks:

  • "Intelligent Video Understanding through Relational and Compositional Reasoning". DCS Colloquia Series, Computer Science Department, The College of New Jersey (TCNJ), Ewing Township, New Jersey, USA. March 2022.

  • "Intelligent Video Understanding through Relational and Compositional Reasoning". Computer Science Department, Rutgers University, Piscataway, New Jersey, USA. February 2022. [Slides][Recording]

  • "Machine Reasoning & Higher-Level Video Understanding". Shanghai AI Lab (上海人工智能实验室, Shanghai, China. August. 2021.

  • "Multi-Scale Modeling of Online Social Networks". DIMACS-Microsoft Research Mixer Event, Microsoft Research NYC, New York, USA. Sept. 2019.

  • "Artificial Intelligence and Deep Learning". School of Computer Science, Communication University of China, Beijing, China. Jun. 2017.


Publication:


Honors and Awards:

  • Outstanding Graduate of Beijing, Top 3%, 2017.

  • Outstanding Graduate of Communication University of China, Top 10%, 2017.

  • Excellent Graduation Thesis Award, Top 10%, 2017.

  • Innovation Scholarship, Top 0.5%, 2016.

  • National Endeavor Scholarship, Top 1%, 2014, 2016.

  • National Scholarship, Top 0.2%, 2015.

  • The National Innovation Contest for Developing SDN Application, Second Award, 2015.

  • The Fifth Shiyou Cup Chinese College News and Television Award, First Award, 2015.


Life & Hobbies:

Love the nature! Hiking, Travel, Beach, Shooting on Film Cameras.

FYI, I have a cute cat (and he has a little dog brother) !

Last Update: 2022/09/22