Yi Zhang

Principal Researcher, AWS, Amazon

Joined

September 2019

Names

Yi Zhang

Emails

****@amazon.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Principal Researcher

AWS, Amazon (amazon.com)

2018 – Present

Principal Researcher

Nuance Communications (nuance.com)

2013 – 2018

Researcher

Language Technology, German Research Center for AI (dfki.de)

2007 – 2013

Lecturer

Computational Linguistics, Saarland University (uni-saarland.de)

2007 – 2013

Advisors, Relations & Conflicts

No relations added

Expertise

AI Agents

2022 – Present

Conversational/Dialogue/Interactive Systems

2013 – Present

Natural Language Syntax & Semantics

2005 – Present

Publications

STAC: When Innocent Tools Form Dangerous Chains to Jailbreak LLM Agents
Jing-Jing Li, Jianfeng He, Chao Shang, Devang Kulshreshtha, Xun Xian, Yi Zhang, Hang Su, Sandesh Swamy, Yanjun Qi
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Peacemaker or Troublemaker: How Sycophancy Shapes Multi-Agent Debate
Binwei Yao, Chao Shang, Wanyu Du, Jianfeng He, Ruixue Lian, Yi Zhang, Hang Su, Sandesh Swamy, Yanjun Qi
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection
Michelle Yuan, Khushbu Pahwa, Shuaichen Chang, Mustafa Devrim Kaba, Jiarong Jiang, Xiaofei Ma, Yi Zhang, MONICA SUNKARA
- NeurIPS 2025 poster
- Readers: Everyone
RoundTable: Investigating Group Decision-Making Mechanism in Multi-Agent Collaboration
Young Min Cho, Raphael Shu, Nilaksh Das, Tamer Alkhouli, Yi-An Lai, Jason Cai, MONICA SUNKARA, Yi Zhang
- Submitted to ICLR 2025
- Readers: Everyone
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing
Shufan Wang, Sébastien Jean, Sailik Sengupta, James Gung, Nikolaos Pappas, Yi Zhang
- EMNLP 2023 Findings
- Readers: Everyone
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification
Mujeen Sung, James Gung, Elman Mansimov, Nikolaos Pappas, Raphael Shu, Salvatore Romeo, Yi Zhang, Vittorio Castelli
- EMNLP 2023 Main
- Readers: Everyone
Label semantic aware pre-training for few-shot text classification
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth
- 19 Dec 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Measuring and Reducing Model Update Regression in Structured Prediction for NLP
Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
ODIST: Open World Classification via Distributionally Shifted Instances Authors
Lei Shu, Yassine Benajiba, Saab Mansour, Yi Zhang
- 02 Nov 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
- 02 Nov 2021
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 18 publications

Co-Authors

View all 57 co-authors