1. X
  2. Wangchunshu Zhou
Log inSign up
Wangchunshu Zhou
395 posts
user avatar
Wangchunshu Zhou
@wangchunshu
Building creative agents @Bytedance now. Previously co-founder & CTO @AIWaves_inc, acquired by @OPPO.
ShenZhen
michaelzhouwang.github.io
Joined November 2017
2,548
Following
3,587
Followers
RepliesRepliesMediaMedia

New to X?

Sign up now to get your own personalized timeline!

Create account

By signing up, you agree to the Terms of Service and Privacy Policy, including Cookie Use.

Terms·Privacy·Cookies·Accessibility·Ads Info·© 2026 X Corp.
Don't miss what's happening
People on X are the first to know.
Log inSign up
  • Pinned
    user avatar
    Wangchunshu Zhou
    @wangchunshu
    Aug 20, 2025
    the coolest point is that now once you build any agentic application with any multiagent framework, you can always use the chain-of-agents paradigm and multiagent distillation to train an end2end agent model that works similarly and can be iteratively optimized with online data
    user avatar
    elvis
    @omarsar0
    Aug 20, 2025
    Chain-of-Agents Interesting idea to train a single model with the capabilities of a multi-agent system. 84.6% reduction in inference cost! Distillation and Agentic RL are no joke! Here are my notes:
    Image
    5.9K
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    May 23, 2023
    Tired of the output length limit of ChatGPT? Try RecurrentGPT, a language simulacra of the recurrence mechanism in RNNs. You can even write very long texts such as sci-fi or fantasy by interacting with RecurretGPT. Code: tinyurl.com/5n7usnw2 Demo: tinyurl.com/2drdd7nu
    Image
    GIF
    41K
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    Apr 16, 2021
    Super excited to share that I’ll be doing my PhD in NLP and Machine Learning at Stanford University! Thanks a lot for all my incredible mentors, collaborators, friends, and family who made this possible. Looking forward to discovering more fun stuff during my PhD journey!
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    Apr 28, 2023
    In our #ICML2023 work, we present an alternative to decoding-time controlled generation. We associate sentences from general texts with possible control codes inferred by off-the-shelf NLP toolkits and heuristics, and verbalize them for instruction tuning. arxiv.org/pdf/2304.14293…
    Image
    Image
    21K
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    Sep 15, 2023
    Excited to introduce Agents, a Python framework for language agents that allows users to customize (multi-) controllable language agents with a single config file and interact with language agents! Checkout now at github.com/aiwaves-cn/age…
    Image
    Image
    Image
    Image
    25K
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    Jul 16, 2024
    Current practices in agent research and development are limited to the expert-centric, or model-centric paradigm, which heavily relies on manual efforts to design agentic workflows, prompts, and tools. We believe data-centric agents are crucial for next-generation agent research
    Image
    Image
    Image
    Image
    19K
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    May 1, 2021
    Replying to @POTUS46Archive and @POTUS
    #StudentsNotThieves Proclamation 10043 is excessively sweeping, hurting innocent students. Students have nothing to do with MCF shouldn’t be the victims. #STOP10043
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    Apr 27, 2021
    Replying to @VP46Archive and @VP
    Dear Ms Kamala Harris, We sincerely ask that Immigration executive actions (Proclamations ​9645​, ​9945​, ​9983​, ​10043​, and ​10052​; Executive Order ​13940​) be swiftly repealed, as they have directly prevented students from studying in the U.S.
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    May 23, 2023
    Thanks a lot for sharing @arankomatsuzaki ! Checkout our online demo and write your own fictions at aiwaves.org/recurrentgpt. An interactive fiction version available at aiwaves.org/interactivefic… (WIP). The code is available at github.com/aiwaves-cn/Rec…, customize it as you wish!
    user avatar
    Aran Komatsuzaki
    @arankomatsuzaki
    May 23, 2023
    RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text Generates a paragraph at each timestep and updates its language-based long-short term memory stored on the hard drive and the prompt, respectively. repo: github.com/aiwaves-cn/Rec… abs: arxiv.org/abs/2305.13304
    Image
    11K
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    Jun 16, 2022
    We find that by combining prefix language modeling and prefix image modeling, we can effectively train a multi-modal foundation model (we named as DaVinci🤣) capable of variety of tasks across modalities (language / vision / vision+language) and types (understanding / generation)
    user avatar
    AK
    @_akhaliq
    Jun 16, 2022
    Prefix Language Models are Unified Modal Learners abs: arxiv.org/abs/2206.07699
    Image
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    Dec 26, 2024
    Happy to share our recent work on LLM/Agent personalization. Our AI Persona framework shed lights on how to effectively infer user profiles and continually update user profiles using human-AI interactions.
    user avatar
    Rohan Paul
    @rohanpaul_ai
    Dec 24, 2024
    AI-PERSONA turns generic LLMs into personal assistants that evolve with user interactions. The paper introduces a framework enabling LLMs to continuously learn and adapt to individual users through ongoing interactions, making AI assistants truly personalized. ----- 🤔
    Image
    6.5K
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    Sep 15, 2023
    Thanks for sharing! Agents allows users to customize "controllable" language agents with a single config file and interact with them! Our framework allows users to provide fine-grained symbolic control with an "SOP". Feel free to check our technical report for more details!
    user avatar
    Aran Komatsuzaki
    @arankomatsuzaki
    Sep 15, 2023
    Agents: An Open-source Framework for Autonomous Language Agents Releases an open-source library with the goal of opening up advances on LM agents to a wider non-specialist audience repo: github.com/aiwaves-cn/age… abs: arxiv.org/abs/2309.07870
    Image
    11K
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    May 27, 2021
    Replying to @SixthTone
    Proclamation 10043 is not fair. We students are only pursuing our academic dreams.
  • user avatar
    Wangchunshu Zhou
    @wangchunshu
    Jan 31, 2024
    Thanks for sharing! On WriteBench, our Chinese writing benchmark, Weaver is preferred by Chinese professional writers compared to competitive LLMs such as GPT-4. We're training an English version of Weaver and it will be accessible at wawawriter.com/en/ (Join the waitlist!)
    Image
    Image
    user avatar
    Aran Komatsuzaki
    @arankomatsuzaki
    Jan 31, 2024
    AIWaves presents Weaver Weaver is a family of foundation models for creative writing Weaver Ultra surpasses GPT-4 on various writing scenarios, demonstrating the advantage of training specialized LLMs for writing purposes arxiv.org/abs/2401.17268
    11K
Advertisement
Advertisement