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Achievements

Achievement: QuickdrawAchievement: StarstruckAchievement: Pair Extraordinairex2Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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Persdre/README.md

Hi there, I am Qian!

  • I am a third-year CS Ph.D. candidate at National University of Singapore, fortunately supervised by Prof. Bingsheng He. My research interests lie in LLM Multi-Agent Systems, LLM safety, and cryptocurrency now.
  • I have several papers accepted by top conferences/journals. First author: ICLR * 1, EMNLP * 1, ACL * 1, COLM * 1; Others: NeurIPS * 1, ACM Computing Survey * 1, TKDE * 1. I am pushing myself to write and submit high-quality papers to top conferences every three months.
  • My personal website is at https://persdre.github.io/.
  • How to reach me: You can drop me emails at [email protected]
  • I am a typical ENTP. So, I am willing to talk and collaborate with people. I enjoy research as this community hosts many people similar to me so I can make friends here.

Here are the papers I wrote in 2025.

  • [26/05/2025] PulseReddit: A Novel Reddit Dataset for Benchmarking MAS in High-Frequency Cryptocurrency Trading ICML 2025 MAS Workshop [paper] [code]
  • [18/04/2025] Assessing Judging Bias in Large Reasoning Models: An Empirical Study COLM 2025 [paper] [code]
  • [15/02/2025] AgentTaxo: Dissecting and Benchmarking Token Distribution of LLM Multi-Agent Systems ICML 2025 MAS Workshop [paper]
  • [15/01/2025] What Limits LLM-based Human Simulation: LLMs or Our Design? arXiv [paper] [code]

Here are the papers I wrote in 2024.

  • [20/11/2024] Can LLM Simulations Truly Reflect Humanity? A Deep Dive ICLR 2025 BlogPost Track [paper]
  • [16/10/2024] Exploring LLM Cryptocurrency Trading Through Fact-Subjectivity Aware Reasoning ICLR 2025 Financial AI Workshop [paper]
  • [19/08/2024] MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs ACL 2025 Findings [paper] [code]
  • [18/06/2024] CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading EMNLP 2024 [paper] [code]

Here is the paper (also my first paper) I wrote in 2023.

  • [28/09/2023] EX-Graph: A Pioneering Dataset Bridging Ethereum and X ICLR 2024 [paper] [code]




Anurag's github stats

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  1. LRM-bias-evaluation LRM-bias-evaluation Public

    [COLM 2025] Assessing Judging Bias in Large Reasoning Models: An Empirical Study https://arxiv.org/abs/2504.09946

    Python 2

  2. Xtra-Computing/MegaAgent Xtra-Computing/MegaAgent Public

    [ACL 2025 Findings] MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs https://arxiv.org/abs/2408.09955

    Python 111 7

  3. awesome-llm-human-simulation awesome-llm-human-simulation Public

    [ICLR 2025 BlogPost] LLM Simulating Humanity Papers https://arxiv.org/abs/2501.08579

    39

  4. Xtra-Computing/CryptoTrade Xtra-Computing/CryptoTrade Public

    [EMNLP 2024] CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading https://aclanthology.org/2024.emnlp-main.63.pdf

    Jupyter Notebook 113 27

  5. EX-Graph EX-Graph Public

    [ICLR 2024] EX-Graph: A Pioneering Dataset Bridging Ethereum and X https://openreview.net/pdf?id=juE0rWGCJW

    Python 20 2