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44 followers · 220 following

Achievements

Achievement: Starstruckx3Achievement: Pull Shark

Achievements

Achievement: Starstruckx3Achievement: Pull Shark

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@ChemFoundationModels

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taichengguo/README.md

Hi there 👋

I'm Taicheng Guo

  • A research engineer than a researcher
  • Aim to build Fundamental & Novel & System things for Long-Horizon LLM Agent Training, Agent for AI Systems, and Agent-System Co-Design.
  • Limit to <= 1 first-author paper per year

Besides Open-Sourcing, I also enjoy AI Competitions:

  • KDD Cup (2nd place) (1000$)
  • NeurIPS AutoML Optimization Challenge. (2nd place, warm-start setting)
  • Kaggle Sentiment Analysis. (5th place)
  • IEEE Computer Society Global Challenge. Ranked 1st place (1000$).

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  1. LLM_MultiAgents_Survey_Papers LLM_MultiAgents_Survey_Papers Public

    Large Language Model based Multi-Agents: A Survey of Progress and Challenges (In IJCAI 2024)

    1.3k 65

  2. MTSQL-R1 MTSQL-R1 Public

    Official Code for MTSQL-R1: Towards Long-Horizon Multi-Turn Text-to-SQL via Agentic Training (In ACL 2026 Main)

    Python 44 1

  3. AutoLLMResearch AutoLLMResearch Public

    Official Code for AutoLLMResearch: Training Research Agents for Automating LLM Experiment Configuration — Learning from Cheap, Optimizing Expensive

    Python 6

  4. ChemFoundationModels/ChemLLMBench ChemFoundationModels/ChemLLMBench Public

    Official Code for What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks (In NeurIPS 2023)

    Jupyter Notebook 173 8

  5. Crosslingual-NewsRec Crosslingual-NewsRec Public

    Official Code for Few-shot News Recommendation via Cross-lingual Transfer (In WWW 2023 Oral)

    Python 4

  6. ReactionTeam ReactionTeam Public

    Official Code for ReactionTeam: Teaming Experts for Divergent Thinking Beyond Typical Reaction Patterns (In IEEE Conference BigData 2025 Oral)

    Python 1 1