1 citations · 1 across the 10 of their papers we have counts for
10 papers
Measuring the Wrong Thing: Internal Harmfulness Scores Anti-Rank Successful Jailbreaks
Mingyu Luo, Ming Deng, Zilang Qiu +8
Internal safety scores judge a prompt before any text is generated, and they are validated by how well they separate harmful prompts from benign ones. That separation is then read…
TC-MAF: Train-Calibrated Bounded Multi-Evidence Fusion for Multimodal Industrial Anomaly Detection
Ming Deng, Sijin Sun, Xiaochuan Hu +1
Multimodal anomaly detection benefits from complementary RGB and 3D evidence, yet auxiliary RGB reconstruction is not equally reliable across product categories and class-wise test…
CobSeg: Coherence Boundary Modeling for Dialogue Topic Segmentation
Sijin Sun, Liangbin Zhao, Jiaxiang Cai +3
Dialogue topic segmentation is critical in many human-AI collaborative applications which requires identifying heterogeneous boundary cues, including lexical transitions near utter…
From Vessel Trajectories to Safety-Critical Encounter Scenarios: A Generative AI Framework for Autonomous Ship Digital Testing
Sijin Sun, Liangbin Zhao, Xiuju Fu
Digital testing has emerged as a key paradigm for the development and verification of autonomous maritime navigation systems, yet the availability of realistic and diverse safety-c…
DASH: Dialogue-Aware Similarity and Handshake Recognition for Topic Segmentation in Public-Channel Conversations
Sijin Sun, Liangbin Zhao, Ming Deng +1
Dialogue Topic Segmentation (DTS) is crucial for understanding task-oriented public-channel communications, such as maritime VHF dialogues, which feature informal speech and implic…
VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language
Sijin Sun, Liangbin Zhao, Ming Deng +1
Vessel Traffic Services (VTS) are essential for maritime safety and regulatory compliance through real-time traffic management. However, with increasing traffic complexity and the…
Lightweight Multimodal Artificial Intelligence Framework for Maritime Multi-Scene Recognition
Xinyu Xi, Hua Yang, Shentai Zhang +3
Maritime Multi-Scene Recognition is crucial for enhancing the capabilities of intelligent marine robotics, particularly in applications such as marine conservation, environmental m…
FMNet: Frequency-Assisted Mamba-Like Linear Attention Network for Camouflaged Object Detection
Ming Deng, Sijin Sun, Zihao Li +2
Camouflaged Object Detection (COD) is challenging due to the strong similarity between camouflaged objects and their surroundings, which complicates identification. Existing method…
Self-Adaptive Gamma Context-Aware SSM-based Model for Metal Defect Detection
Sijin Sun, Ming Deng, Xingrui Yu +2
Metal defect detection is critical in industrial quality assurance, yet existing methods struggle with grayscale variations and complex defect states, limiting its robustness. To a…
HREB-CRF: Hierarchical Reduced-bias EMA for Chinese Named Entity Recognition
Sijin Sun, Ming Deng, Xinrui Yu +1
Incorrect boundary division, complex semantic representation, and differences in pronunciation and meaning often lead to errors in Chinese Named Entity Recognition(CNER). To addres…