no code implementations • 21 Feb 2024 • Mingxuan Xiao, Yan Xiao, Hai Dong, Shunhui Ji, Pengcheng Zhang
To our knowledge, RITFIS is the first framework designed to assess the robustness of LLM-based intelligent software against natural language inputs.
no code implementations • 13 Oct 2023 • Xiaolei Chen, Pengcheng Zhang, Zelong Du, Ishfaq Ahmad
First, the ILA module calculates the attention between adjacent level features of consecutive frames of panoramic video to improve the accuracy of extracting salient object features from the spatial flow.
no code implementations • 10 Sep 2023 • Pengcheng Zhang, Xiao Bai, Jin Zheng, Xin Ning
This enables independent learning for different objectives thus fully decoupled the model for persons earch.
1 code implementation • 22 Aug 2023 • Mingxuan Xiao, Yan Xiao, Hai Dong, Shunhui Ji, Pengcheng Zhang
The widespread adoption of DNNs in NLP software has highlighted the need for robustness.
1 code implementation • 17 Jul 2023 • Hanbo Cai, Pengcheng Zhang, Hai Dong, Yan Xiao, Stefanos Koffas, Yiming Li
Motivated by these findings, we propose to exploit elements of sound ($e. g.$, pitch and timbre) to design more stealthy yet effective poison-only backdoor attacks.
no code implementations • 20 Dec 2022 • Hanbo Cai, Pengcheng Zhang, Hai Dong, Yan Xiao, Shunhui Ji
Keyword spotting (KWS) based on deep neural networks (DNNs) has achieved massive success in voice control scenarios.
no code implementations • 16 Nov 2022 • Hanbo Cai, Pengcheng Zhang, Hai Dong, Yan Xiao, Shunhui Ji
The training of KWS is usually based on deep neural networks and requires a large amount of data.
no code implementations • 17 Dec 2020 • Guoqiang Gu, Pengcheng Zhang, Sihui Chen, Yi Zhang, Hui Yang
When light propagates through the edge or middle part of microparticle's incoming interface, there is a basic rule that light converges and diverges rapidly or slowly at the output port.
Optics
no code implementations • 5 Feb 2020 • Pengcheng Zhang, Wennan Cao, Henry Muccini
However, the quality of these applications is far from perfect, leading to a large amount of issues and problems.
Software Engineering
no code implementations • 14 Nov 2019 • Pengcheng Zhang, Qiyin Dai, Patrizio Pelliccione
However, they have the following limitations.