Scholar
Jianchao Tan
Google Scholar ID: 1Gywy80AAAAJ
Meituan
LLM
Automated Machine Learning
Computer Graphics
Computer Vision
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Citations & Impact
All-time
Citations
1,752
H-index
19
i10-index
25
Publications
20
Co-authors
12
list available
Contact
Email
tanjianchaoustc@gmail.com
CV
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GitHub
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Publications
9 items
AsyncTLS: Efficient Generative LLM Inference with Asynchronous Two-level Sparse Attention
2026
Cited
0
Accelerate Speculative Decoding with Sparse Computation in Verification
2025
Cited
0
AFA-LoRA: Enabling Non-Linear Adaptations in LoRA with Activation Function Annealing
2025
Cited
0
Optimizing Native Sparse Attention with Latent Attention and Local Global Alternating Strategies
2025
Cited
0
WISCA: A Lightweight Model Transition Method to Improve LLM Training via Weight Scaling
2025
Cited
0
C2T: A Classifier-Based Tree Construction Method in Speculative Decoding
2025
Cited
0
MaskPrune: Mask-based LLM Pruning for Layer-wise Uniform Structures
2025
Cited
0
PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation
arXiv.org · 2024
Cited
3
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Resume (English only)
Academic Achievements
Ph.D. thesis "Image and Video Decomposition and Editing" selected for SIGGRAPH 2019 Thesis Fast Forward Live Presentation
Recipient of 2019 Outstanding Graduate Student Award in GMU CS Department (2 awardees)
Selected for SIGGRAPH 2018 Doctoral Consortium (8 presenters worldwide)
Paper "Efficient palette-based decomposition and recoloring of images via RGBXY-space geometry" accepted by SIGGRAPH Asia 2018
Paper "Pigmento: Pigment-based image analysis and editing" accepted by IEEE TVCG
Multiple papers published at ICCV 2021: GDP, Hand Image Understanding, Lossless CNN Channel Pruning, etc.
Paper "Video Recoloring via Spatial-Temporal Geometric Palettes" published at SIGGRAPH 2021 (ACM TOG)
Co-authored "DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation"
Co-authors
12 total
Ji Liu
Meta
Yotam Gingold
George Mason University
Chao Liao
Kuaishou Technology
Shun Lu
Institute of Computing Technology, Chinese Academy of Sciences
Xiong Zhang(张雄)
Director, Neolix Autonomous Vehicle
Yi Guo
bytedance
Cheng-Kang Ted Chao
George Mason University
Co-author 8
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