A word from my assistant
RESEARCH INDEX
Papers, tools, and experiments share one index. Every entry keeps a reproducible entry point.
02Efficient inference pipelineMeasurable work on speculative decoding, KV cache, and scheduling.03Reproducible evaluationRolling samples and distribution reports instead of single scores.04Open-source toolingSmall, readable, and easy for someone else to pick up.
I'm Zhiyuan Lin, a PhD candidate working on machine learning systems — I care both about what models can do and how efficiently they run.
Beyond research, I maintain a few small open-source tools, follow the frontier papers, and believe in two things:
- Reproducibility matters more than leaderboards;
- The best system is one you can read through in an afternoon.
Curious about the tools and methods behind my writing and research? See the feature tour — this site itself is the demo.
VISUAL LAB
Tiles support fast scanning; archive cards preserve retired experiments.
3,677 GitHub contributions in the last year
stlin256/OpenHomepage-V2Lightweight, magazine-style static personal homepage generatorastrobilingualgithub-pagesmarkdownpersonal-homepageportfolio
huggingface/transformersState-of-the-art NLP for everyone — infrastructure for reproducing papersaudiodeep-learningdeepseekgemmaglmhacktoberfest
openai/whisperRobust Speech Recognition via Large-Scale Weak Supervision
Frontier Radar
OpenAI
Greptile takes bug detection beyond code review with GPT-6 AstraHow Greptile uses GPT-6 Astra to test user workflows, Daybreak to strengthen security, and Codex to reduce rework.Working with academic communities to build scientific understandingOpenAI shares model results on the Kakeya conjecture, Exponential Time Hypothesis, and quantum chromodynamics—and how reGPT-6.1 Sol helps CodeRabbit strengthen security across complex codebasesCodeRabbit uses GPT-6.1 Sol to investigate security risks across complex codebases. Its security agent helps developersChatGPT’s expanding world of workExplore OpenAI Signals data on 165 work activities across nearly 100 countries, revealing how people use ChatGPT for worHow Fanatics and OpenAI streamline the fan experienceFanatics uses OpenAI to help fans complete their game-day outfits with Shop the Look. Testing across roughly 30,000 MLB
Google DeepMind
Beyond tree cover: mapping the world’s forest typesA global map categorizing every 10-meter patch of land on Earth into distinct forest types.Accelerating the search for antimicrobial peptides with Google AntigravityAccelerating the search for novel antimicrobial peptides using Google Antigravity for Science.Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detectionLearn how Google DeepMind and GovTech Singapore uses lightweight on-device Gemma models to intercept conversational scamDeveloping Gemini 4 Argon responsibly and safelyGemini 4 Argon for Robotics
Hugging Face
量子位
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