Latest research projects, publications, and talks
Leveraging Human Attention in Novel Object Captioning [conference paper]
Posted August 19, 2021
Xianyu Chen (Ph.D. student), Ming Jiang (postdoctoral associate), Qi Zhao (associate professor)
30th International Joint Conference on Artificial Intelligence (IJCAI)
Clustering augmented Self-Supervised Learning: An application to Land Cover Mapping [conference paper]
Posted August 15, 2021
Rahul Ghosh (Ph.D. student), Xiaowei Jia (Ph.D. 2020), Chenxi Lin, Zhenong Jin, Vipin Kumar (professor)
2nd ACM SIGKDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DEEPSPATIAL 2021)
SRNet: A spatial-relationship aware point-set classification method for multiplexed pathology images [conference paper]
Posted August 15, 2021
Yan Li (Ph.D. student), Majid Farhadloo (Ph.D. student), Santhoshi Krishnan, Timothy L Frankel, Shashi Shekhar (professor), Arvind Rao
2nd ACM SIGKDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DEEPSPATIAL 2021)
Unifuzz: A holistic and pragmatic metrics-driven platform for evaluating fuzzers [conference paper]
Posted August 11, 2021
Yuwei Li, Shouling Ji, Yuan Chen, Sizhuang Liang, Wei-Han Lee, Yueyao Chen, Chenyang Lyu, Chunming Wu, Raheem Beyah, Peng Cheng, Kangjie Lu (assistant professor), Ting Wang
30th USENIX Security Symposium
Understanding and Detecting Disordered Error Handling with Precise Function Pairing [conference paper]
Posted August 11, 2021
Qiushi Wu (Ph.D. student), Aditya Pakki (Ph.D. student), Navid Emamdoost (Ph.D. student), Stephen McCamant (associate professor), Kangjie Lu (assistant professor)
30th USENIX Security Symposium
Semantically-Aware Strategies for Stereo-Visual Robotic Obstacle Avoidance [preprint]
Posted July 13, 2021
Jungseok Hong (Ph.D. student), Karin de Langis (Ph.D. student), Cole Wyeth (undergraduate research assistant), Christopher Walaszek (undergraduate research assistant), Junaed Sattar (assistant professor)
MOOCRep: A Unified Pre-trained Embedding of MOOC Entities [preprint]
Posted July 12, 2021
Shalini Pandey (Ph.D. 2021), Jaideep Srivastava (professor)
Association of BMI, comorbidities and all-cause mortality by using a baseline mortality risk model [journal]
Posted July 9, 2021
Jia Li (M.S. 2020), Gyorgy Simon, M Regina Castro, Vipin Kumar (professor), Michael S Steinbach (researcher), Pedro J Caraballo
PLOS ONE
A Logic for Reasoning About LF Specifications [preprint]
Posted June 30, 2021
Gopalan Nadathur (professor), Mary Southern (Ph.D. 2021)
DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life Science [preprint]
Posted June 27, 2021
Mufei Li, Jinjing Zhou, Jiajing Hu, Wenxuan Fan, Yangkang Zhang, Yaxin Gu, George Karypis (professor)