research
∙
08/15/2023
Active Inverse Learning in Stackelberg Trajectory Games
Game-theoretic inverse learning is the problem of inferring the players'...
share
research
∙
07/24/2023
FoodWise: Food Waste Reduction and Behavior Change on Campus with Data Visualization and Gamification
Food waste presents a substantial challenge with significant environment...
research
∙
06/07/2023
A Survey on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
Healthcare knowledge graphs (HKGs) have emerged as a promising tool for ...
research
∙
11/29/2022
Transferability Estimation Based On Principal Gradient Expectation
Deep transfer learning has been widely used for knowledge transmission i...
research
∙
10/26/2022
ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select
We study the problem of extracting N-ary relation tuples from scientific...
research
∙
09/22/2022
Unified Implementation of Adaptive Finite Element Methods in Matlab
We provide a unified implementation of the adaptive finite element metho...
research
∙
07/08/2022
Physics-Informed Deep Neural Operator Networks
Standard neural networks can approximate general nonlinear operators, re...
research
∙
12/24/2021
CatchBackdoor: Backdoor Testing by Critical Trojan Neural Path Identification via Differential Fuzzing
The success of deep neural networks (DNNs) in real-world applications ha...
research
∙
10/15/2020
Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach
Fine-tuned pre-trained language models (LMs) achieve enormous success in...
research
∙
07/21/2019
Online Constraint Satisfaction via Tolls in MDP Congestion Games
We consider the toll design problem that arise for a game designer of a ...
research
∙
03/02/2019
