Jiayi Wang
36 papers · 2018–2026 · 14 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (13) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (9)
🌈
Renaissance Researcher
(10)
🌍
Conference Polyglot
(13)
🏃
Academic Marathon
(7)
👥
Mega-Team
(58)
🔬
Deep Specialist
(14)
🏆
Keyword Champion
(2)
💎
Century Club
(34)
🗃️
Keyword Collector
(120)
📈
Trend Setter
🚀
Conference Pioneer
⚡
Prolific Year
(10)
❓
The Questioner
(2)
🔥
Unstoppable
(8)
Conferences
EMNLP (12)
ACL (5)
ICML (3)
AAAI (2)
ECCV (2)
ICCV (2)
NAACL (2)
NIPS (2)
AISTATS (1)
ALT (1)
CORL (1)
IJCAI (1)
IJCNLP (1)
INTERSPEECH (1)
Top co-authors
Keywords
machine translation
(10)
quality estimation
(6)
neural machine translation
(5)
african language
(4)
bidirectional transformer
(3)
large language model
(3)
low-resource language
(3)
translation evaluation
(3)
translation quality estimation
(2)
quality metric
(2)
sentence-level scoring
(2)
low-rank matrix
(2)
automatic post-editing
(2)
uncertainty quantification
(2)
variance reduction
(2)
reinforcement learning
(2)
matrix completion
(2)
data augmentation
(2)
machine translation evaluation
(2)
translation suggestion
(2)
Papers
Reusing Samples in Variance Reduction
ALT 2026
SAME: Safety-Aware Model Editing Guided by Safety Transformation
ACL 2026
Evaluating WMT 2025 Metrics Shared Task Submissions on the SSA-MTE African Challenge Set
EMNLP 2025
Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help
EMNLP 2025
Multilingual Language Model Pretraining using Machine-translated Data
EMNLP 2025
Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation
ACL 2025
SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages?
EMNLP 2025
Noisy Low-Rank Matrix Completion via Transformed $L_1$ Regularization and its Theoretical Properties
AISTATS 2025
Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared Task
EMNLP 2024
Truncated Variance Reduced Value Iteration
NIPS 2024
Label-free Neural Semantic Image Synthesis
ECCV 2024
A Pairwise Pseudo-likelihood Approach for Matrix Completion with Informative Missingness
NIPS 2024
Evaluating WMT 2024 Metrics Shared Task Submissions on AfriMTE (the African Challenge Set)
EMNLP 2024
A Fine-grained Analysis of Fitted Q-evaluation: Beyond Parametric Models
ICML 2024
A New Theoretical Perspective on Data Heterogeneity in Federated Optimization
ICML 2024
ADELT: Transpilation between Deep Learning Frameworks
IJCAI 2024
Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation
NAACL 2024
AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages
NAACL 2024
LiveHand: Real-time and Photorealistic Neural Hand Rendering
ICCV 2023
Easy Guided Decoding in Providing Suggestions for Interactive Machine Translation
ACL 2023
Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD
AAAI 2022
Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model
ACL 2022
TSMind: Alibaba and Soochow University’s Submission to the WMT22 Translation Suggestion Task
EMNLP 2022
RoboFlow: a Data-centric Workflow Management System for Developing AI-enhanced Robots
CORL 2021
Defending Pre-trained Language Models from Adversarial Word Substitution Without Performance Sacrifice
IJCNLP 2021
Defending Pre-trained Language Models from Adversarial Word Substitution Without Performance Sacrifice
ACL 2021
EventHands: Real-Time Neural 3D Hand Pose Estimation From an Event Stream
ICCV 2021
Matrix Completion with Model-free Weighting
ICML 2021
Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation
EMNLP 2021
QEMind: Alibaba’s Submission to the WMT21 Quality Estimation Shared Task
EMNLP 2021
Computer Assisted Translation with Neural Quality Estimation and Automatic Post-Editing
EMNLP 2020
Alibaba’s Submission for the WMT 2020 APE Shared Task: Improving Automatic Post-Editing with Pre-trained Conditional Cross-Lingual BERT
EMNLP 2020
Neural Zero-Inflated Quality Estimation Model for Automatic Speech Recognition System
INTERSPEECH 2020
HTML: A Parametric Hand Texture Model for 3D Hand Reconstruction and Personalization
ECCV 2020
“Bilingual Expert” Can Find Translation Errors
AAAI 2019
Alibaba Submission for WMT18 Quality Estimation Task
EMNLP 2018