Yuan Yang

Researcher, ByteDance Inc.

Joined

September 2018

Names

Yuan Yang (Preferred)

Emails

****@gatech.edu (Confirmed)

****@hotmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

ACL Anthology

Career & Education History

Researcher

ByteDance Inc. (bytedance.com)

2025 – 2026

PhD student

ECE, Georgia Institute of Technology (gatech.edu)

2018 – 2025

Advisors, Relations & Conflicts

Coworker

Le Song

2018 – 2020

Expertise

Large Language Model

2021 – 2024

relational learning

knowledge graph

rule mining

first order logic

logic rule

2018 – 2021

symbolic reasoning

graph neural networks

2018 – 2021

Publications

Balanced Actor Initialization: Stable RLHF Training of Distillation Reasoning Models
Chen Zheng, Yiyuan Ma, Yuan Yang, Deyi Liu, Jing Liu, Zuquan Song, Yuxin Song, Cheng Ren, Hang Zhu, Xin Liu, Xun Zhou, Siyuan Qiao
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
GatePro: Parameter-Free Expert Selection Optimization for Mixture-of-Experts Models
Chen Zheng, Yuhang Cai, Deyi Liu, Jin Ma, Yiyuan Ma, Yuan Yang, Jing Liu, Yutao Zeng, Xun Zhou, Siyuan Qiao
- Submitted to ICLR 2026
- Readers: Everyone
HSA: Head-wise Sparse Attention for Efficient and Accurate Long-context Inference
Jing Liu, Jianqiao Lu, Yao Luo, Yuan Yang, Chen Zheng, Deyi Liu, Mengzhao Chen, Chaoyi Zhang, Yunshui Li, Jin Ma, Yutao Zeng, Ya Wang, Hongmin chen, Ziqiang Pei, Fan Xia, Tianqi Zhang, Xiaoying Jia, Yiyuan Ma, Siyuan Qiao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
The Compressor-Retriever Architecture for Language Model OS
Yuan Yang, Siheng Xiong, Ehsan Shareghi, Faramarz Fekri
- arxiv
- Readers: Everyone
Can LLMs Reason in the Wild with Programs?
Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri
- EMNLP 2024
- Readers: Everyone
Deliberate Reasoning for LLMs as Structure-aware Planning with Accurate World Model
Siheng Xiong, Ali Payani, Yuan Yang, Faramarz Fekri
- Submitted to ICLR 2025
- Readers: Everyone
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation
Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri
- Submitted to ICLR 2024
- Readers: Everyone
LogicDP: Creating Labels for Graph Data via Inductive Logic Programming
Yuan Yang, Faramarz Fekri, James Clayton Kerce, Ali Payani
- Published: 01 Feb 2023, Last Modified: 01 Mar 2023
- ICLR 2023 poster
- Readers: Everyone
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs
Siheng Xiong, Yuan Yang, Faramarz Fekri, James Clayton Kerce
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Distributing the Stochastic Gradient Sampler for Large-Scale LDA
Yuan Yang, Jianfei Chen, Jun Zhu
- 2016 (modified: 12 Nov 2022)
- KDD 2016
- Readers: Everyone

Co-Authors

View all 32 co-authors