Research Interests: Trustworthy AI, AI/Software Security & Privacy, Machine Learning, Agentic AI, Software Engineering.
Publications (30)
Stability Across Environments, Not Resamples: Noise-Corrected Symbolic Pattern Mining
WSDM 2027 (Main Conference; acceptance rate: 15.8%), Hong Kong · February 2027
A Selection-Aware Audit of Learned Stopping in Short-Horizon Iterative Retrieval
WSDM 2027 (Main Conference; acceptance rate: 15.8%), Hong Kong · February 2027
EvidenceGraph: Measuring and Controlling Repeated Evidence in Retrieval-Augmented Verification
WSDM 2027 (Main Conference; acceptance rate: 15.8%), Hong Kong · February 2027
When Do Propagation Models Beat Cascade Summaries? A Released-Signal Audit of Text-Free Misinformation Detection
WSDM 2027 (Findings; acceptance rate: 12.6%), Hong Kong · February 2027
SegMaFormer: A Hybrid State-Space and Transformer Model for Efficient 3D Medical Image Segmentation
WACV 2027 (Applications Track, CORE Rank A), Orlando, Florida, USA · January 2027
RelationalRAG-Tables: A Learned Join Verifier for QA over Tables and Knowledge Graphs
ACML 2026 (Journal Track) — Machine Learning journal (Springer, Scimago Q1, Impact Factor 4.9), Melbourne, Australia · December 2026
QuantumTrustKG: Provenance-Aware Orchestration for Quantum-Safe Microservices
ICSOC 2026 (Main Track, CORE Rank A, Acceptance Rate: 64/240, 27%), Lodz, Poland · December 2026
Deon: Runtime Guards for Policy-Safe Agentic Service Composition under Attack
ICSOC 2026 (Main Track, CORE Rank A, Acceptance Rate: 64/240, 27%), Lodz, Poland · December 2026
Lexi: Priority-First Service Orchestration
ICSOC 2026 (Main Track, CORE Rank A, Acceptance Rate: 64/240, 27%), Lodz, Poland · December 2026
A Failure-Mode Taxonomy for LLM-Agent Services: An Empirical Mining Study
ICSOC 2026 (Main Track, CORE Rank A, Acceptance Rate: 64/240, 27%), Lodz, Poland · December 2026
ACaaS: Privacy-Preserving Access Control as a Service for Healthcare on the Cloud-Edge Continuum
ICSOC 2026 (Main Track, CORE Rank A, Acceptance Rate: 64/240, 27%), Lodz, Poland · December 2026
When Grounding Hurts: Retrieval and Validation for LLM Repair of Quantum Programs
ICECCS 2026 (Research Track), Brisbane, Australia · November 2026
To appearQuantum ReasoningWhen Audit Quality Fails to Predict Downstream Utility: Synthetic-Data Selection for Low-Resource Classification
EMNLP 2026 (Findings Track, CORE Rank A*), Budapest, Hungary · October 2026
From Natural-Language Hypotheses to Verified Data-Mining Discoveries
ICDM 2026 (Research Track, CORE Rank A*, Acceptance Rate: 392/1966, 20%), Shenyang, China · November 2026
GraphMemShield: Auditing Cross-Session Leakage in Graph Memories
CIKM 2026 (Full Research Track, CORE Rank A, Acceptance Rate: 597/2216, 27%), Rome, Italy · November 2026
Distributional Program Analysis: Treating Large Language Models as Program Samplers
ASE 2026 (NIER Track, CORE Rank A*, Acceptance Rate: 23/89, 25%), Munich, Germany · November 2026
Taint-Based Code Slicing for LLMs-based Malicious NPM Package Detection
arXiv preprint arXiv:2512.12313 · 2026
POP2TIC: Performance Optimization for Privacy-Preserving Fog Computing using TEE and Intelligent Caching
Journal of Network and Computer Applications (SCImago Q1, IF: 8.0) · 2026
Q1Exploring the Reasoning Depth of Small Language Models in Software Architecture: A Multidimensional Evaluation Framework Towards Software Engineering 2.0
23rd IEEE International Conference on Software Architecture (ICSA), (Amsterdam, Netherlands), 2026. (A Conference in Software Engineering)
PrivacyGuard:A Hierarchical Privacy‑Preserving Framework for IoT‑Fog‑Cloud Architectures
Computer Networks (SCIE, SCImago Q1, IF: 4.6) · 2026
Q1LiteFormer: A Lightweight Encoder‑Only Transformer for Efficient Financial Time Series Forecasting Across Global Stock Indices
Engineering Applications of Artificial Intelligence (SCIE, SCImago Q1, IF: 8.0) · 2026
Q1Enhancing Large Language Model Performance for Automatic Zero‑Shot Multiple‑Choice Question Answering via Single‑Token Logit Prompting
Computers & Education: Artificial Intelligence (ESCI, SCImago Q1, top 1 journal in Education). · 2026
Q1TACKLE: Time-based access control and key delegation for letter of credit ecosystems
High-Confidence Computing (ESCI, SCImago Q1, IF: 3.0) · 2025
Q1SLIE: A Secure and Lightweight Cryptosystem for Data Sharing in IoT Healthcare Services
International Conference on Service Oriented Computing (ICSOC), (Shenzhen, China) (A Conference in Software Engineering) · 2025
CI2P‑MedHFDroid: A Context‑Aware Individual Privacy Preferences Model for Medical, Health & Fitness Android Apps
International Journal of Information Security (SCIE, SCImago Q2, IF: 3.2, National “Creative Youth” Award for Vietnamese people under 35) · 2025
Q2SecureWearTrade: A Comprehensive Blockchain‑Enabled IoT Framework for Secure Personal Data Trading from Wearable Devices
Pervasive and Mobile Computing (SCIE, SCImago Q1, IF: 3.5) · 2025
Q1A Systematic Review of Multi‑Factor Authentication in Digital Payment Systems: NIST Standards Alignment and Industry Implementation Analysis
Journal of Systems Architecture (SCIE, SCImago Q1, IF: 4.1) · 2025
Q1Money Laundering Detection Using A Transaction-Based Graph Learning Approach
18th IEEE IMCOM (Kuala Lumpur, Malaysia) · 2024
A Pragmatic Privacy-Preserving Deep Learning Framework Satisfying Differential Privacy
SN Computer Science (Scopus, SCImago Q2) · 2024
Q2Decoding the Privacy Policy Implications of Personal Data Processing: A Framework for GDPR Compliance in Business and Social Apps
International Conference on Service Oriented Computing (ICSOC), (Tunis, Tunisia) (A Conference in Software Engineering) · 2024