Interests
- Machine Learning Systems
- Graph Mining Systems
- HPC
Education
B.Eng. in Computer Science and Technology, 2022
Tsinghua University
Latest
- Critique of \"Data Flow Lifecycles for Optimizing Workflow Coordination\" by SCC Team From Tsinghua University
- RoMeo: Mitigating Dual-dimensional Outliers with Rotated Mixed Precision Quantization
- IntelliGen: Instruction-Level Auto-tuning for Tensor Program with Monotonic Memory Optimization
- mTuner: Accelerating Parameter-Efficient Fine-Tuning on Multi-GPU Servers with Elastic Tensor
- QFactory: Accelerating Quantized Large Language Model Serving with Qtile Graphs
- TraceFlow: Efficient Trace Analysis for Large-Scale Parallel Applications via Interaction Pattern-Aware Trace Distribution
- Training Large Models on Heterogeneous and Geo-Distributed Resource with Constricted Networks
- PUZZLE: Efficiently Aligning Large Language Models through Light-Weight Context Switch
- GraphSet
- SmartMoE
- Critique of \"A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery\" by SCC Team From Tsinghua University
- GraphSet: High Performance Graph Mining through Equivalent Set Transformations
- SmartMoE: Efficiently Training Sparsely-Activated Models through Combining Offline and Online Parallelization
- Critique of \"MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization\" by SCC Team From Tsinghua University
- GraphPi: high performance graph pattern matching through effective redundancy elimination
- GraphPi: High Performance Graph Pattern Matching through Effective Redundancy Elimination