Weitong Ruan

Researcher, Amazon

Joined

October 2024

Names

Weitong Ruan (Preferred)

Emails

****@amazon.com (Confirmed)

,

****@gmail.com (Confirmed)

,

****@tufts.edu

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2018 – Present

PhD student

ECE, Tufts University (tufts.edu)

2012 – 2018

Advisors, Relations & Conflicts

PhD Advisor

2012 – 2018

Expertise

responsible ai

2024 – Present

llm

2022 – Present

nlp

2018 – Present

deep learning

2016 – Present

gaussian processes

2014 – 2018

Publications

SWAN: Semantic Watermarking with Abstract Meaning Representation
Ziping Ye, Gourab Dey, Christos Christodoulopoulos, Charith Peris, Anil Ramakrishna, Weitong Ruan, Aram Galstyan, Kai-Wei Chang, Rahul Gupta, Ninareh Mehrabi
- ACL 2026 Main Conference
- Readers: Everyone
How Catastrophic is Your LLM? Certifying Risks in Conversation
Chengxiao Wang, Isha Chaudhary, Qian Hu, Weitong Ruan, Rahul Gupta, Gagandeep Singh
- ICLR 2026 Poster
- Readers: Everyone
Customize Multi-modal RAI Guardrails with Precedent-based predictions
Cheng-Fu Yang, Thanh Tran, Christos Christodoulopoulos, Weitong Ruan, Rahul Gupta, Kai-Wei Chang
- COLM 2025
- Readers: Everyone
Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding
Thanh Tran, Kai Wei, Weitong Ruan, Ross McGowan, Nathan Susanj, Grant P. Strimel
- AAAI 2022
- Readers: Everyone
Semantic VL-BERT: Visual Grounding via Attribute Learning
Prashan Wanigasekara, Kechen Qin, Emre Barut, Yang Fan, Weitong Ruan, Chengwei Su
- Published: 01 Jan 2022, Last Modified: 06 Jul 2023
- IJCNN 2022
- Readers: Everyone
Contextual Domain Classification with Temporal Representations
Tzu-Hsiang Lin, Yipeng Shi, Chentao Ye, Yang Fan, Weitong Ruan, Emre Barut, Wael Hamza, Chengwei Su
- NAACL-HLT (Industry Papers) 2021
- Readers: Everyone
ASR N-Best Fusion Nets
Xinyue Liu, Mingda Li, Luoxin Chen, Prashan Wanigasekara, Weitong Ruan, Haidar Khan, Wael Hamza, Chengwei Su
- 2021 (modified: 04 Nov 2021)
- ICASSP 2021
- Readers: Everyone
Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention
Mingda Li, Xinyue Liu, Weitong Ruan, Luca Soldaini, Wael Hamza, Chengwei Su
- 2020 (modified: 13 Nov 2024)
- COLING (Industry) 2020
- Readers: Everyone
Improving Spoken Language Understanding By Exploiting ASR N-best Hypotheses
Mingda Li, Weitong Ruan, Xinyue Liu, Luca Soldaini, Wael Hamza, Chengwei Su
- 2020 (modified: 13 Nov 2024)
- CoRR 2020
- Readers: Everyone
Enhance Robustness of Sequence Labelling with Masked Adversarial Training
Luoxin Chen, Xinyue Liu, Weitong Ruan, Jianhua Lu
- 2020 (modified: 04 Nov 2021)
- EMNLP (Findings) 2020
- Readers: Everyone

View all 18 publications

Co-Authors

View all 41 co-authors