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Shiyang Li
Researcher, Amazon
Joined
August 2020
Names
Shiyang Li
(Preferred)
,Â
SHIYANG LI
Emails
****@ucsb.edu
(Confirmed)
,Â
****@samsung.com
(Confirmed)
,Â
****@amazon.com
(Confirmed)
,Â
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
ACL Anthology
Career & Education History
Researcher
Amazon
(amazon.com)
2023
–
Present
Senior Engineer, Machine Learning Research
Samsung Research America
(samsung.com)
2023
–
2023
PhD student
University of California, Santa Barbara
(ucsb.edu)
2018
–
2023
Undergrad student
Harbin Institute of Technology
(hit.edu.cn)
2014
–
2018
Advisors, Relations & Conflicts
PhD Advisor
Xifeng Yan
2018
–
2023
Expertise
large language model
2022
–
Present
dialogue state tracking
,Â
robustness
,Â
adversarial examples
,Â
semi-supervised learning
,Â
pre-training
2020
–
Present
time series forecasting
,Â
transformer
,Â
rnns
2018
–
Present
Publications
Learning to Optimize Multi-Objective Alignment Through Dynamic Reward Weighting
Yining Lu
,
Zilong Wang
,
Shiyang Li
,
Xin Liu
,
Changlong Yu
,
Qingyu Yin
,
Zhan Shi
,
Zixuan Zhang
,
Meng Jiang
MSLD 2026 Poster
Readers:
Everyone
Learning to Optimize Multi-Objective Alignment Through Dynamic Reward Weighting
Yining Lu
,
Zilong Wang
,
Shiyang Li
,
Xin Liu
,
Changlong Yu
,
Qingyu Yin
,
Zhan Shi
,
Zixuan Zhang
,
Meng Jiang
OpenReview Archive Direct Upload
Readers:
Everyone
Self-Rewarding PPO: Aligning Large Language Models with Demonstrations Only
Qingru Zhang
,
Liang Qiu
,
Ilgee Hong
,
Zhenghao Xu
,
Tianyi Liu
,
Shiyang Li
,
Rongzhi Zhang
,
Zheng Li
,
Lihong Li
,
Bing Yin
,
Chao Zhang
,
Jianshu Chen
,
Haoming Jiang
,
Tuo Zhao
COLM 2025
Readers:
Everyone
Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs
Kewei Cheng
,
Jingfeng Yang
,
Haoming Jiang
,
Zhengyang Wang
,
Binxuan Huang
,
Ruirui Li
,
Shiyang Li
,
Zheng Li
,
Yifan Gao
,
Xian Li
,
Bing Yin
,
Yizhou Sun
Submitted to ICLR 2025
Readers:
Everyone
RNR: Teaching Large Language Models to Follow Roles and Rules
Kuan Wang
,
Alexander Bukharin
,
Haoming Jiang
,
Qingyu Yin
,
Zhengyang Wang
,
Tuo Zhao
,
Jingbo Shang
,
Chao Zhang
,
Bing Yin
,
Xian Li
,
Jianshu Chen
,
Shiyang Li
ICML 2024 FM-Wild Workshop Poster
Readers:
Everyone
MEMORYLLM: Towards Self-Updatable Large Language Models
Yu Wang
,
Yifan Gao
,
Xiusi Chen
,
Haoming Jiang
,
Shiyang Li
,
Jingfeng Yang
,
Qingyu Yin
,
Zheng Li
,
Xian Li
,
Bing Yin
,
Jingbo Shang
,
Julian McAuley
ICML 2024 Poster
Readers:
Everyone
Explanations from Large Language Models Make Small Reasoners Better
Shiyang Li
,
Jianshu Chen
,
yelong shen
,
Zhiyu Chen
,
Xinlu Zhang
,
Zekun Li
,
Hong Wang
,
Jing Qian
,
Baolin Peng
,
Yi Mao
,
Wenhu Chen
,
Xifeng Yan
SAI-AAAI2024 Oral
Readers:
Everyone
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection
Jun Yan
,
Vikas Yadav
,
Shiyang Li
,
Lichang Chen
,
Zheng Tang
,
Hai Wang
,
Vijay Srinivasan
,
Xiang Ren
,
Hongxia Jin
NeurIPS 2023 BUGS Oral
Readers:
Everyone
Instruction-following Evaluation through Verbalizer Manipulation
Shiyang Li
,
Jun Yan
,
Hai Wang
,
Zheng Tang
,
Xiang Ren
,
Vijay Srinivasan
,
Hongxia Jin
Instruction Workshop @ NeurIPS 2023
Readers:
Everyone
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
Xinlu Zhang
,
Shiyang Li
,
Xianjun Yang
,
Chenxin Tian
,
Yao Qin
,
Linda Ruth Petzold
FMDM@NeurIPS2023
Readers:
Everyone
View all 32 publications
Co-Authors
Alexander Bukharin
Baolin Peng
Bing Yin
Binxuan Huang
Caiming Xiong
Changlong Yu
Chao Zhang
Charese Smiley
Chenxin Tian
Dian Yu
Enlu Zhou
Hai Wang
Hanwen Zha
Haoming Jiang
Heng Huang
Hong Wang
Hongmin Wang
Hongxia Jin
Ilgee Hong
Jia Li
Jianping Shi
Jianshu Chen
Jing Qian
Jingbo Shang
Jingfeng Yang
View all 83 co-authors