Hi, I'm

Shujie Yang 杨舒杰

Researcher @ Tencent WXG  ·  Tsinghua University M.S.

I research Large Language Models, Generative Recommendation, and Agentic Reinforcement Learning. Currently at Tencent WeChat Channel (WXG), working on LLM and Agent for live streaming recommendation.

I received my M.S. from Tsinghua Shenzhen International Graduate School, advised by Prof. Kaichen Dong and co-supervised by Prof. Yansong Tang. Prior to that, I obtained my B.E. in Mathematics from Xi'an Jiaotong University.

Shujie Yang

Recent News

Mar 2026 Joined Tencent WXG (WeChat Channel) full-time, researching LLM and Agent.
Feb 2026 ALPBench — A benchmark for attribution-level long-term personal behavior understanding — is on arXiv.
Nov 2025 CoSP — Reconfigurable multi-state metamaterial inverse design via contrastive pretrained LLM — is on arXiv.
Aug 2025 OneRec-V2 Technical Report released.
Jun 2025 OneRec Technical Report released — reshaping recommendation with end-to-end generative approach.
Jun 2025 Joined Kuaishou Recommendation LLM Group (OneRec) as a research intern.
Nov 2024 Joined Xiaohongshu AIGC Group as a research intern.
Jun 2023 AHEAD accepted to CIAC 2023 and received Best Paper Award.

Selected Publications

* denotes equal contribution

OneRec-V2

OneRec-V2 Technical Report

Guorui Zhou, ..., Shujie Yang, ..., Ziming Li et al.

arXiv 2025

Proposes a Lazy Decoder-Only Architecture that eliminates encoder bottlenecks and incorporates real-world user feedback for better preference alignment.

OneRec

OneRec Technical Report

Guorui Zhou, Jiaxin Deng, ..., Shujie Yang, ..., Zhanyu Liu et al.

arXiv 2025

Reshapes recommendation through an end-to-end generative approach, enhancing computational FLOPs by 10x and identifying scaling laws for recommendations.

Under Review

Cauchyformer: Physics-Informed Few-shot Spectrum Inference for Photonic Metasurfaces

Shujie Yang, Chunjiang Li, Hongyan Fu, Yansong Tang, Kaichen Dong

Submitted

Experience

Industry

Tencent — WXG WeChat Channel

Mar 2026 – Present

Full-time Researcher · LLM & Agent for Recommendation

Researching LLMs and agents for live streaming recommendation in WeChat Channel.

Kuaishou — Recommendation LLM Group

Jun 2025 – Mar 2026

Research Intern · Recommendation LLMs (OneRec)

Applied LLMs to recommendation, focusing on RLHF of generative recommendation LLM (OneRec). Mentor: Qigen Hu.

Xiaohongshu — AIGC Group

Nov 2024 – Mar 2025

Research Intern

Improved text-to-image generation models (Stable Diffusion, Flux). Mentor: Shuang Sun.

Education

Tsinghua University

Aug 2023 – Jun 2026

M.S. in Data Science and Information Technology · Tsinghua-Berkeley Shenzhen Institute

Advisor: Prof. Kaichen Dong · Co-advisor: Prof. Yansong Tang

Xi'an Jiaotong University

Aug 2019 – Jul 2023

B.E. in Information and Computational Science · School of Mathematics and Statistics

Advisor: Prof. Minnan Luo

Academic Visits

Southern University of Science and Technology — VIP Group

Feb – May 2023

Visiting Student

Anomaly detection on industrial images. Mentor: Jinbao Wang

Beyond Research

🏃

Avid jogger and badminton player.

🎮

Splatoon 3 and Valorant enthusiast.

🎬

Huge fan of Stephen Curry, the John Wick series, Jujutsu Kaisen, and Chainsaw Man.

Always open to collaboration — feel free to reach out!