Area of research
Information Systems · Software
Research interest
Research interests include Software Engineering Research, Software System Performance and Reliability, Software Testing and Debugging Techniques, and Software Reliability and Analysis Research.
<scp>MORepair</scp>
: Teaching LLMs to Repair Code via Multi-Objective Fine-Tuning
RepoTransBench: A Real-World Multilingual Benchmark for Repository-Level Code Translation
Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach
SPENCER: Self-Adaptive Model Distillation for Efficient Code Retrieval
Representation-Enhanced Cascading Multi-Level Interest Learning for Multi-Behavior Recommendation
Towards an Understanding of Context Utilization in Code Intelligence
Neuron Patching: Semantic-based Neuron-level Language Model Repair for Code Generation
Steer Your Model: Secure Code Generation With Contrastive Decoding
AdaCoder: An Adaptive Planning and Multi-Agent Framework for Function-Level Code Generation
Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances
CellFM: a large-scale foundation model pre-trained on transcriptomics of 100 million human cells
On the Effectiveness of Large Language Models in Domain-Specific Code Generation
CellFM: a large-scale foundation model pre-trained on transcriptomics of 100 million human cells.
Hybrid Automated Program Repair by Combining Large Language Models and Program Analysis
MLOps, LLMOps, FMOps, and Beyond
RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data
Multivariate Time Series Anomaly Detection by Capturing Coarse-Grained Intra- and Inter-Variate Dependencies
WebCode2M: A Real-World Dataset for Code Generation from Webpage Designs
Can Large Language Models Serve as Evaluators for Code Summarization?
UIC
<scp>opilot</scp>
: Automating UI Synthesis via Hierarchical Code Generation from Webpage Designs
CFG2AT: Control Flow Graph and Graph Attention Network-Based Software Defect Prediction
Supramolecular self-assembling IGF-1 nanofibers modulate neutrophil extracellular traps to accelerate diabetic wound healing
Retrieval-Augmented Fine-Tuning for Improving Retrieve-and-Edit Based Assertion Generation
Unsupervised Software Defect Prediction Through Multiview Clustering
CoSEFA: An LLM-Based Programming Assistant for Secure Code Generation via Supervised Co-Decoding
OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution
<scp>LaTCoder:</scp>
Converting Webpage Design to Code with Layout-as-Thought
Hypergraph-driven spatial multimodal fusion for precise domain delineation and tumor microenvironment decoding.
Weakly Supervised Vulnerability Localization via Multiple Instance Learning
dl²: Detecting Communication Deadlocks in Deep Learning Jobs