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Dachuan Shi

Advanced
@sdc17

CS Ph.D. Student @ Georgia Tech, Meta FAIR. Prev. Tsinghua CS, Microsoft.

SwiReasoning. [ICLR 2026] SwiReasoning: Switch-Thinking in Latent and Explicit for Pareto-Superior Reasoning LLMs

136

UPop. [ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers

103

CrossGET. [ICML 2024] CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers

34

CopT. CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning

18

HeuristicDropout. [ICASSP 2022] Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation Models.

4

MEPDNet. [ICIP 2021] Multi-Encoder Parse-Decoder Network for Sequential Medical Image Segmentation.

3

Digital-Image-Processing. [Course Projects] Dachuan Shi's projects in THU: Digital Image Processing (A+), Digital Image and Video Processing (A+), and Media Computing.

2

Data-Visualization. [Course Projects] Dachuan Shi's projects in THU: Data Visualization (A+), and Experimental Design and Data Processing (A+).

1

UPop-Project. [ICML'23] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.

1

NaiveBayesClassifier. A Naive Bayes classifier for spam filter.

1

awesome-ml-model-compression. Awesome machine learning model compression research papers, tools, and learning material.

1