Yuntian Deng
Assistant professor at University of Waterloo Cheriton CS; previously a postdoctoral researcher at Allen AI; works on LLM evaluation, multi-agent collaboration, and image-to-text.
- Role
- professor
- Currently at
- University of Waterloo
- twitter.com/yuntiandeng
- GitHub
- github.com/da03
- Scholar
- scholar.google.com/citations
- Papers
- 21
Cite
Notes
Only stored in your browser.
Authored papers
21The Leaderboard Illusion
preprint
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping
arXiv 2025
Interactive Training: Feedback-Driven Neural Network Optimization
arXiv 2025
TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar
arXiv 2025
Why Can't Transformers Learn Multiplication? Reverse-Engineering Reveals Long-Range Dependency Pitfalls
arXiv 2025
NeuralOS: Towards Simulating Operating Systems via Neural Generative Models
arXiv 2025
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
preprint
WildChat: 1M ChatGPT Interaction Logs in the Wild
ICLR
From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
arXiv 2024
WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild
arXiv 2024
Tree Prompting: Efficient Task Adaptation without Fine-Tuning
arXiv 2023
Implicit Chain of Thought Reasoning via Knowledge Distillation
arXiv 2023
Markup-to-Image Diffusion Models with Scheduled Sampling
arXiv 2022
Model Criticism for Long-Form Text Generation
arXiv 2022
Rationales for Sequential Predictions
EMNLP 2021 11
Cascaded Text Generation with Markov Transformers
NeurIPS 2020 12
Neural Linguistic Steganography
neural-linguistic-steganography-1
OpenNMT: Neural Machine Translation Toolkit
opennmt-neural-machine-translation-toolkit-1
Latent Alignment and Variational Attention
latent-alignment-and-variational-attention-1
Bottom-Up Abstractive Summarization
bottom-up-abstractive-summarization-1
Image-to-Markup Generation with Coarse-to-Fine Attention
image-to-markup-generation-with-coarse-to-1
Tool contributions
1Affiliations
Frequent co-authors
10from 21 papers
Alexander M. Rush
Yejin Choi
professor
Stuart Shieber
Bill Yuchen Lin
researcher
Yoon Kim
Abhilasha Ravichander
Ahmet Üstün
researcher
Alex Wang
researcher
Andrew Lee
Anssi Kanervisto