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Shuzhang Zhong
PhD Student (2023)
Peking University
Interests
Efficient AI
Education
B.S. in Computer Science And Technology, 2023
Beihang University
Latest
HyPER: Bridging Exploration and Exploitation for Scalable LLM Reasoning with Hypothesis Path Expansion and Reduction
Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration
NASiC: 3D NAND-based CAM-Selected Multibit CIM Architecture for Efficient On-Device Mixture-of-Experts LLM Inference
H2EAL: Hybrid-Bonding Architecture with Hybrid Sparse Attention for Efficient Long-Context LLM Inference
HD-MoE: Hybrid and Dynamic Parallelism for Mixture-of-Expert LLMs with 3D Near-Memory Processing
HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference
SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding
AdapMoE: Adaptive Sensitivity-based Expert Gating and Management for Efficient MoE Inference
PrivQuant: Communication-Efficient Private Inference with Quantized Network/Protocol Co-Optimization
ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decoding
Memory-aware Scheduling for Complex Wired Networks with Iterative Graph Optimization
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