Latest research projects, publications, and talks
Global Neighbor Sampling for Mixed CPU-GPU Training on Giant Graphs [conference paper]
Posted
Jialin Dong, Da Zheng, Lin F Yang, George Karypis (professor)
27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
A Review of Affective Computing Research Based on Function-Component-Representation Framework [journal]
Posted
Haiwei Ma (Ph.D. student), Svetlana Yarosh (associate professor)
IEEE Transactions on Affective Computing
Near-term forecasts of stream temperature using process-guided deep learning and data assimilation [preprint]
Posted
Jacob Aaron Zwart, Samantha Kay Oliver, William David Watkins, Jeffrey Michael Sadler, Alison Paige Appling, Hayley Rikert Corson-Dosch, Xiaowei Jia (Ph.D. 2020), Vipin Kumar (professor), Jordan S Read
Unifuzz: A holistic and pragmatic metrics-driven platform for evaluating fuzzers [conference paper]
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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
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
Ascetic: Enhancing Cross-Iterations Data Efficiency in Out-of-Memory Graph Processing on GPUs [conference paper]
Posted
Ruiqi Tang, Ziyi Zhao, Kailun Wang, Xiaoli Gong, Wenwen Wang, Pen-Chung Yew (professor)
50th International Conference on Parallel Processing (ICPP)
DP-DNA: A Digital Pattern-Aware DNA Storage System to Improve Encoding Density [preprint]
Posted
Bingzhe Li (postdoctoral associate), Li Ou, David Du (professor)
Proxy-GMRES: Preconditioning via GMRES in Polynomial Space [journal]
Posted
Xin Ye (postdoctoral associate), Yuanzhe Xi (postdoctoral associate), Yousef Saad (professor)
SIAM Journal on Matrix Analysis and Applications
Better Program Analysis for Security via Data Flow Tracking and Symbolic Execution [thesis]
Posted
Navid Emamdoost (Ph.D. 2021)