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Tianle Cai — most-cited papers & profile · Graph Learning
← authors
·
overview
Tianle Cai
14
papers ·
784
citations ·
13
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Medusa: Simple LLM Inference Acceleration Framework With Multiple Decoding Heads
2024 · 648 citations
Accelerating Greedy Coordinate Gradient And General Prompt Optimization Via Probe Sampling
2024 · 35 citations
SnapKV: LLM Knows What You are Looking for Before Generation
2024 · 15 citations
BitDelta: Your Fine-Tune May Only Be Worth One Bit
2024 · 1 citations
Scaling Latent Reasoning via Looped Language Models
2025
CommVQ: Commutative Vector Quantization for KV Cache Compression
2025
Large Language Models as Tool Makers
2023
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
2024
JetMoE: Reaching Llama2 Performance with 0.1M Dollars
2024
Topics
Efficiency
Training Techniques
Model Architecture
Fine-Tuning
Code
Safety & Alignment
Prompting
RAG
Evaluation