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Tianle Cai — most-cited papers & profile · Large Language Models
← authors
·
overview
Tianle Cai
20
papers ·
787
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
Learn Hard Problems During RL with Reference Guided Fine-tuning
2026
Scaling Latent Reasoning via Looped Language Models
2025
CommVQ: Commutative Vector Quantization for KV Cache Compression
2025
FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction
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
SVDQunat: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
2024
Top co-authors
Wenhao Huang
· 3
Yuhong Li
· 3
Deming Chen
· 2
Ge Zhang
· 2
Jason D. Lee
· 2
Shanda Li
· 2
Song Han
· 2
Tri Dao
· 2
Xin Zhou
· 2
Zhengyang Geng
· 2
Zixin Wen
· 2
Acyr Locatelli
· 1
Topics
Efficiency
Training Techniques
Model Architecture
Fine-Tuning
Code
Evaluation
Safety & Alignment
Prompting
Reinforcement Learning
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