Sotabase

Career

· Associate Professor, Northwestern University2025–
· Assistant Professor, Northwestern University2019–2025
· Post Doc, Boston University2018–2019
· Post Doc, MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)2018–2019
· Internship, Nokia Bell Labs2017–2017
· Internship, SRI International2015–2015
· Internship, Technicolor2014–2014

Publications (32)

Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark
Computer Vision and Pattern Recognition · 2021
245
cited
Demystifying Page Load Performance with WProf
Symposium on Networked Systems Design and Implementation · 2013
210
cited
Dense Feature Aggregation and Pruning for RGBT Tracking
ACM Multimedia · 2019
204
cited
This Paper Is Included in the Proceedings of the 11th Usenix Symposium on Networked Systems Design and Implementation (nsdi '14). How Speedy Is Spdy? How Speedy Is Spdy?
190
cited
Speeding up Web Page Loads with Shandian
Symposium on Networked Systems Design and Implementation · 2016
129
cited
SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
124
cited
Event Stream-Based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline
Computer Vision and Pattern Recognition · 2023
86
cited
Dynamic Attention Guided Multi-Trajectory Analysis for Single Object Tracking
IEEE transactions on circuits and systems for video technology (Print) · 2021
51
cited
Privacy Revelations for Web and Mobile Apps
USENIX Workshop on Hot Topics in Operating Systems · 2011
41
cited
Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking
arXiv.org · 2018
38
cited
Tracking by Joint Local and Global Search: A Target-Aware Attention-Based Approach
IEEE Transactions on Neural Networks and Learning Systems · 2021
37
cited
Learning Deep Lucas-Kanade Siamese Network for Visual Tracking
IEEE Transactions on Image Processing · 2021
30
cited
Accelerating the mobile web with selective offloading
MCC '13 · 2013
27
cited
How Much Can We Micro-Cache Web Pages?
ACM/SIGCOMM Internet Measurement Conference · 2014
25
cited
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-Based Beam Search
IEEE Transactions on Image Processing · 2022
24
cited
Quality-aware dual-modal saliency detection via deep reinforcement learning
Signal processing. Image communication · 2019
15
cited
RGBT Tracking via Progressive Fusion Transformer With Dynamically Guided Learning
IEEE transactions on circuits and systems for video technology (Print) · 2023
15
cited
FMT: fusing multi-task convolutional neural network for person search
Multimedia tools and applications · 2019
13
cited
Learning Target-aware Attention for Robust Tracking with Conditional Adversarial Network
British Machine Vision Conference · 2019
13
cited
Guidance And Teaching Network For Video Salient Object Detection
International Conference on Information Photonics · 2021
8
cited
Sotabase