Area of research
Artificial Intelligence · Signal Processing
Research interest
Research interests include Topic Modeling, Natural Language Processing Techniques, Advanced Malware Detection Techniques, and Software Engineering Research.
Teaching Code LLMs to Use Autocompletion Tools in Repository-Level Code Generation
Combining Fine-Tuning and LLM-Based Agents for Intuitive Smart Contract Auditing with Justifications
MedAide: Information fusion and anatomy of medical intents via LLM-based agent collaboration
Semi-supervised learning for explainable few-shot battery lifetime prediction
DL4SC: a novel deep learning-based vulnerability detection framework for smart contracts
LLMs for Relational Reasoning: How Far are We?
A diffusion model multi-scale feature fusion network for imbalanced medical image classification research
Multi-level data fusion strategy based on spectral and image information for identifying varieties of soybean seeds
DSDCLA: driving style detection via hybrid CNN-LSTM with multi-level attention fusion
AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering
Mapping medical image-text to a joint space via masked modeling
An access control model for data security sharing cross‐domain in consortium blockchain
Preparation and properties of high-energy-density aluminum/boron-containing gelled fuels
For cervical cancer diagnosis: Tissue Raman spectroscopy and multi-level feature fusion with SENet attention mechanism
Ontological Method for the Modeling and Management of Building Component Construction Process Information
COCL: An Intelligent Framework for Enhancing Deep Learning-Based Vulnerability Detection
Thin cloud correction method for visible remote sensing images using a spectral transformation scheme
Sparse Graph Learning with Spectrum Prior for Deep Graph Convolutional Networks
Multi-modal Masked Autoencoders for Medical Vision-and-Language Pre-training
The metaverse in current digital medicine
Towards a Unified Multi-Dimensional Evaluator for Text Generation
Demystifying the vulnerability propagation and its evolution via dependency trees in the NPM ecosystem
Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation
Efficient characterization on the interlayer shear strengths of 3D printing polymers
Has My Release Disobeyed Semantic Versioning? Static Detection Based on Semantic Differencing
Type synthesis of reconfigurable single-loop mechanisms based on planar rhombus mechanisms
Strain Rate Dependence of Compressive Mechanical Properties of Polyamide and Its Composite Fabricated Using Selective Laser Sintering under Saturated-Water Conditions
Pre-trained models: Past, present and future
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
CAREER: New Approaches to Analytical and Combinatorial Problems in Computer Science
I-Corps: Translation Potential of an Advanced Air Filtration System that Captures Particulate Matter and Carbon Dioxide
Collaborative Research: SLES: Long-Term Safety for Human-AI Ecosystem
CAREER: Human-Centered Machine Learning: Robustness, Fairness and Dynamics
ERI: Understanding the Dynamic and Thermal Behaviors of Colloidal Droplets Toward a Novel Freezing-based Inkjet Printing Concept
ERI: Understanding the Dynamic and Thermal Behaviors of Colloidal Droplets Toward a Novel Freezing-based Inkjet Printing Concept
FAI: Fairness in Machine Learning with Human in the Loop
Collaborative Research: RI: Small: Wisdom of Crowds with Machines in the Loop
Semi-Parametric Factor Analysis for Item Responses and Response Times
STTR Phase I: Investigating Self-powered Health Monitoring of Orthopedic Implants and Data Retrieval Using Diagnostic Ultrasound
AF: Small: RUI:Applications and New Techniques for Exact Parameterized Computation
EAGER: Investigating the Role of Discourse Context in Speech-Driven Facial Animations
AF: Small: RUI:Applications and New Techniques for Exact Parameterized Computation
Extended Visit to Asian Research Labs for Selected Students Attending ACL 2012 Student Research Workshop
ACL 2012 Student Research Workshop
CI-P: Collaborative Research: Summarizing Opinion and Speaker Attitude in Speech
HCC: Small: Collaborative Research: Analysis of Language Samples for Detecting Language Impairment in Monolingual and Bilingual Children
CAREER: Using Rich Information from Speech and Text for Meeting Summarization
Workshop on Speech Summarization
A Study on Definition of Speech Summarization in Meetings and Its Evaluation Metrics