1 code implementation • 15 Mar 2024 • Soumyadeep Pal, Yuguang Yao, Ren Wang, Bingquan Shen, Sijia Liu
Based on this, we pose the backdoor data identification problem as a hierarchical data splitting optimization problem, leveraging a novel SPC-based loss function as the primary optimization objective.
1 code implementation • 4 Nov 2023 • Zhuoshi Pan, Yuguang Yao, Gaowen Liu, Bingquan Shen, H. Vicky Zhao, Ramana Rao Kompella, Sijia Liu
We show that this latter insight can be used to enhance the detection of backdoor-poisoned training data.
no code implementations • 27 Sep 2023 • Alvin De Jun Tan, Bingquan Shen
Large language models (LLMs) have achieved state-of-the-art results in many natural language processing tasks.
no code implementations • 2 Jun 2023 • Guang Jun Nicholas Ang, De Tao Irwin Chin, Bingquan Shen
To address this, we proposed a molecular-graph $\beta$-CVAE model for de novo drug design.
no code implementations • 26 May 2023 • Guang Jun Nicholas Ang, Aritejh Kr Goil, Henryk Chan, Jieyi Jeric Lew, Xin Chun Lee, Raihan Bin Ahmad Mustaffa, Timotius Jason, Ze Ting Woon, Bingquan Shen
In a landscape characterized by heightened connectivity and mobility, coupled with a surge in cardiovascular ailments, the imperative to curtail healthcare expenses through remote monitoring of cardiovascular health has become more pronounced.
Arrhythmia Detection Explainable Artificial Intelligence (XAI)
1 code implementation • ICCV 2023 • Xiaobao Guo, Nithish Muthuchamy Selvaraj, Zitong Yu, Adams Wai-Kin Kong, Bingquan Shen, Alex Kot
Despite this, deception detection research is hindered by the lack of high-quality deception datasets, as well as the difficulties of learning multimodal features effectively.
no code implementations • 11 Feb 2023 • Zhaoxu Li, Zitong Yu, Nithish Muthuchamy Selvaraj, Xiaobao Guo, Bingquan Shen, Adams Wai-Kin Kong, Alex Kot
Detecting deception by human behaviors is vital in many fields such as custom security and multimedia anti-fraud.