publications

The best full list is on google scholar; the lists on semanticscholar and dblp aren’t as complete. Below are featured projects, followed by the full list.

	PAniC-3D: Stylized Single-view 3D Reconstruction from Portraits of Anime Characters S Chen, Z Kevin, S Yichun, W Heng, Z Yiheng, S Guoxian, A Sizhe, K Janus, Y Xiao, Z Matthias CVPR 2023 [code] [arxiv] [ss] [video] [poster] [sauce]
	Improving the Perceptual Quality of 2D Animation Interpolation S Chen, M Zwicker ECCV 2022 [code] [arxiv] [ss] [video] [poster]
	Transfer Learning for Pose Estimation of Illustrated Characters S Chen, M Zwicker WACV 2022 [code] [arxiv] [ss] [video] [poster] [sauce]
	Neural Radiosity S Hadadan, S Chen, M Zwicker SIGGRAPH Asia 2021 [code] [web] [arxiv] [ss] [acm] [video] [press]
	Process-oriented Iterative Multiple Alignment for Medical Process Mining S Chen, S Yang, M Zhou, R Burd, I Marsic ICDM 2017 (DMBIH) [arxiv] [ss] [ieee]

PAniC-3D: Stylized Single-view 3D Reconstruction from Portraits of Anime Characters
S Chen, Z Kevin, S Yichun, W Heng, Z Yiheng, S Guoxian, A Sizhe, K Janus, Y Xiao, Z Matthias
CVPR2023 [arxiv] [ss] [code]

Improving the Perceptual Quality of 2D Animation Interpolation
S Chen, M Zwicker
ECCV2022 [arxiv] [ss] [code]

Transfer Learning for Pose Estimation of Illustrated Characters
S Chen, M Zwicker
WACV2022 [arxiv] [ss] [code] [video] [poster]

Neural Radiosity
S Hadadan, S Chen, M Zwicker
SIGGRAPH Asia 2021 [arxiv] [ss] [acm] [web]

Residual Recurrent Neural Network for Speech Enhancement
J Abdulbaqi, Y Gu, S Chen, I Marsic
ICASSP2020 [ss] [ieee]

Mutual correlation attentive factors in dyadic fusion networks for speech emotion recognition
Y Gu, X Lyu, W Sun, W Li, S Chen, X Li, I Marsic
ACMMM2019 [ss] [acm] [code]

Multimodal attention network for trauma activity recognition from spoken language and environmental sound
Y Gu, R Zhang, X Zhao, S Chen, J Abdulbaqi, I Marsic, M Cheng, RS Burd
ICHI2019 [ss] [ieee]

Human conversation analysis using attentive multimodal networks with hierarchical encoder-decoder
Y Gu, X Li, K Huang, S Fu, K Yang, S Chen, M Zhou, I Marsic
ACMMM2018 [ss] [acm]

Discovering urban travel demands through dynamic zone correlation in location-based social networks
W Hu, Z Yao, S Yang, S Chen, PJ Jin
ECML/PKDD2018 [ss] [springer]

An approach to automatic process deviation detection in a time-critical clinical process
S Yang, A Sarcevic, RA Farneth, S Chen, OZ Ahmed, I Marsic, RS Burd
JBI2018 [ss] [pubmed]

Hybrid attention based multimodal network for spoken language classification
Y Gu, K Yang, S Fu, S Chen, X Li, I Marsic
ACL2018 [ss]

Multimodal affective analysis using hierarchical attention strategy with word-level alignment
Y Gu, K Yang, S Fu, S Chen, X Li, I Marsic
ACL2018 [ss]

Intention mining in medical process: a case study in trauma resuscitation
S Yang, W Ni, X Dong, S Chen, RA Farneth, A Sarcevic, I Marsic, RS Burd
ICHI2018 [ss] [ieee]

Discovering interpretable medical workflow models
J Li, S Yang, S Chen, F Tao, I Marsic, RS Burd
ICHI2018 [ss] [ieee]

Process mining the trauma resuscitation patient cohorts
S Yang, F Tao, J Li, D Wang, S Chen, OZ Ahmed, I Marsic, RS Burd
ICHI2018 [ss] [ieee]

Deep multimodal learning for emotion recognition in spoken language
Y Gu, S Chen, I Marsic
ICASSP2018 [ss] [ieee]

Process-oriented Iterative Multiple Alignment for Medical Process Mining
S Chen, S Yang, M Zhou, R Burd, I Marsic
ICDM2017 (DMBIH) [arxiv] [ss] [ieee]

Progress estimation and phase detection for sequential processes
X Li, Y Zhang, J Zhang, M Zhou, S Chen, Y Gu, Y Chen, I Marsic, RA Farneth, RS Burd
IMWUT2017 [ss] [acm]

Evaluation of trace alignment quality and its application in medical process mining
M Zhou, S Yang, X Li, S Lv, S Chen, I Marsic, RA Farneth, RS Burd
ICHI2017 [ss] [ieee]

Language-based process phase detection in the trauma resuscitation
Y Gu, X Li, S Chen, H Li, RA Farneth, I Marsic, RS Burd
ICHI2017 [ss] [ieee]

Medical workflow modeling using alignment-guided state-splitting HMM
S Yang, M Zhou, S Chen, X Dong, O Ahmed, RS Burd, I Marsic
ICHI2017 [ss] [ieee]

Process mining for trauma resuscitation
S Yang, J Li, X Tang, S Chen, I Marsic, RS Burd
IIB2017 [ss] [pubmed]

Speech Intention Classification with Multimodal Deep Learning
Y Gu, X Li, S Chen, J Zhang, I Marsic
CanadaAI2017 [ss] [pubmed]

Car - A deep learning structure for concurrent activity recognition
Y Zhang, X Li, J Zhang, S Chen, M Zhou, RA Farneth, I Marsic, RS Burd
IPSN2017 [ss] [acm]

3D activity localization with multiple sensors
X Li, Y Zhang, J Zhang, S Chen, Y Gu, RA Farneth, I Marsic, RS Burd
IPSN2017 [ss] [acm]

A Framework for Evaluating Trace Alignments
M Zhou, S Yang, S Lv, X Li, S Chen, I Marsic, RS Burd
CoRR2017 [ss]

Online process phase detection using multimodal deep learning
X Li, Y Zhang, M Li, S Chen, FR Austin, I Marsic, RS Burd
UEMCON2016 [ss] [ieee]

Vit-pla: Visual interactive tool for process log analysis
S Yang, X Dong, M Zhou, X Li, S Chen, R Webman, A Sarcevic, I Marsic, RS Burd
KDD2016 IDEA [ss]

graduate course projects

• SM-Scraper: Analysis and Visualization of Scraped Social Media Content
  • Partners: Deepti Bisht, Ophir Gal, Jerry Qian, and Yiheng Xu
  • S2021 UMD, Intro to Data Visualization, Prof. Leilani Battle
  • In association with the Full Disclosure Project
• Adversarial Attack on Single-view 3D Reconstruction
  • Partners: Neha Kalibhat, Vedant Nanda
  • F2021 UMD, Visual Learning & Recognition, Prof. Abhinav Shrivastava
• Exploring Lexical and Syntactic Features of Reddit Suicidality Data
  • Partners: Yow-Ting Shiue, Md Main Uddin Rony
  • S2020 UMD, Computational Linguistics II, Prof. Philip Resnik
• Nori Ray-Tracer
  • S2020 UMD, Advanced Computer Graphics, Prof. Matthias Zwicker
• Transflow: Image-to-Image Translation using Normalizing Flows
  • Partners: Vaishnavi Patil, Manas Agarwal
  • F2019 UMD, Machine Learning, Prof. Soheil Feizi
• Finding Tree Structures in Deep NLP Models
  • Partners: Benjamin Black, William Chen, Xiaoyu Liu
  • F2019 UMD, Computational Linguistics I, Prof. Hal Daume
• Incorporating Dependency Relations for Deep Question Answering
  • Partners: Karl Mulligan, Kevin Pei, Vishal Rohra
  • S2018 Rutgers, Natural Language Processing, Prof. Matthew Stone