Lingfeng Shen bio photo

Research Scientist at Bytedance Seed working on agentic foundation models.

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About Me

Here is Lingfeng Shen (沈凌峰).

I am a research scientist at Seed LLM department (Bytedance). I’m currently working on the agentic foundation models. Also, I consider myself a professional trader in options strategies and risk hedging.

During my time at Johns Hopkins, I worked with Daniel Khashabi and Philipp Koehn. Besides, I was fortunate to spend my last year of undergraduate at Tencent AI Lab, mentored by Haiyun Jiang, Lemao Liu and Shuming Shi.

If you are interested in any aspect of me, I am always open to discussions and academic collaborations. Feel free to reach out to me at — lshen30[at]jh.edu or lingfeng.shen[at]bytedance.com

Research Interests

  • Understanding the emergent behaviors of foundation models (e.g., In-context learning): Link
  • Data-centric design in building foundation models: Link
  • Adversarial robustness: Link, Link
  • Backdoor robustness: Link
  • Evaluation: Link, Link

Contact & Links

Miscellaneous

  • Motorsports ignite my passion, particularly Formula 1. I’m ardently devoted to the Mercedes-AMG Petronas F1 Team.
  • The NBA also has a special place in my heart; I used to be a big fan of Houston Rocket.
  • Off the screen, you’ll often find me karting with friends or playing video games.

Services

  • Reviewers: ICLR2024, NeurIPS 2023/2024, ICML 2023, ACL 2023, AAAI 2023/2024, AAAI2022, EMNLP 2022/2023, ARR 2022/2023.