Area of research
Hardware and Architecture · Computer Networks and Communications
Research interest
Research interests include Parallel Computing and Optimization Techniques, Advanced Neural Network Applications, Advanced Data Storage Technologies, and Distributed and Parallel Computing Systems.
A Groupwise Add–Multiply–Shift–Accumulate Datapath for Efficient DNN Accelerators
LEGO-compiler: enhancing neural compilation through translation composability
GRABIN: Detecting In-Browser Cryptojacking via Graph Representation of Runtime Behaviors
The new compiler stack: a survey on the synergy of LLMs and compilers
Trust Online Over-the-Air Computation for Wireless Federated Learning
MetaGuardian: Enhancing Voice Assistant Security through Advanced Acoustic Metamaterials
SecureMind: A Framework for Benchmarking Large Language Models in Memory Bug Detection and Repair
Scenario: User-Device Authentication on Smart IoTs Using Commodity RFID
Towards Diverse Program Transformations for Program Simplification
Accelerating Private Large Transformers Inference Through Fine-Grained Collaborative Computation
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: Optimizing Spike Neural Networks for Tactile Perception
Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization
Trust Management of Tiny Federated Learning in Internet of Unmanned Aerial Vehicles
GraphCube: Interconnection Hierarchy-aware Graph Processing
Combining Structured Static Code Information and Dynamic Symbolic Traces for Software Vulnerability Prediction
Adaptive Modeling of Uncertainties for Traffic Forecasting
Optimizing Deep Learning Inference via Global Analysis and Tensor Expressions
DRLCAP: Runtime GPU Frequency Capping With Deep Reinforcement Learning
UPBEAT: Test Input Checks of Q# Quantum Libraries
Model-Free GPU Online Energy Optimization
Faster and Scalable MPI Applications Launching
JavaScript Performance Tuning as a Crowdsourced Service
Janus: Latency-Aware Traffic Scheduling for IoT Data Streaming in Edge Environments
Caring: Towards Collaborative and Cross-domain Wi-Fi Sensing
A Generative and Mutational Approach for Synthesizing Bug-Exposing Test Cases to Guide Compiler Fuzzing
Optimizing Multi-grid Computation and Parallelization on Multi-cores
Optimizing MPI Collectives on Shared Memory Multi-Cores
Toward Wide-Area Contactless Wireless Sensing
Optimizing Direct Convolutions on ARM Multi-Cores
HighRPM: Combining Integrated Measurement and Sofware Power Modeling for High-Resolution Power Monitoring