Research Interests: Security & Privacy, LLM/SLM
Publications (24)
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
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
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 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
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)
TACKLE: Time-based access control and key delegation for letter of credit ecosystems
High-Confidence Computing (ESCI, SCImago Q1, IF: 3.0) · 2025
Q1Evaluating the impact of generative AI in mathematics education: A comparative study in Vietnamese high schools
Human Behavior and Emerging Technologies (ESCI, SCImago Q1, IF: 3.0) · 2025
Q1SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts
EMNLP 2025 (Suzhou, China) (CORE Rank A*)
CORE A*SLIE: 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
Digital transformation in engineering education: Exploring the potential of AI-assisted learning
Australasian Journal of Educational Technology (SSCI, SCImago Q1, IF: 3.3) · 2023
Q1Race with the machines: Assessing the capability of generative AI in solving authentic assessments
Australasian Journal of Educational Technology (SSCI, SCImago Q1, IF: 3.3) · 2023
Q1SPaMeR: securing patient medical records in the cloud-a microservice and brokerless architecture approach
International Conference on Web Services (ICWS 2023) (Chicago, Illinois USA) (CORE Rank A)
CORE AApplying blockchain technology for privacy preservation in android platforms
International Conference on Web Services (ICWS 2023) (Chicago, Illinois USA) (CORE Rank A)
CORE AA risk estimation mechanism for android apps based on hybrid analysis
Data Science and Engineering (ESCI, SCImago Q1, IF: 4.2) · 2022
Q1BMDD: a novel approach for IoT platform (broker-less and microservice architecture, decentralized identity, and dynamic transmission messages)
PeerJ Computer Science (SCImago Q1, IF: 3.8) · 2022
Q1DeM-CoD: novel access-control-based cash on delivery mechanism for decentralized marketplace
TrustCom 2020 (Guangzhou, China), (CORE Rank A)
CORE A