Kai Fan
45 papers · 2012–2026 · 12 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π Renaissance Researcher (7) π£ Hot Topic Early Bird
π
Interdisciplinary Bridge
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Conference Polyglot
(12)
πΊοΈ
Taxonomy Completionist
(10)
π
Keyword Trendsetter Combo
(4)
π€
Dynamic Duo
(13)
π¬
Deep Specialist
(19)
π§¬
Topic Evolution
π
Keyword Champion
π₯
Unstoppable
(11)
β‘
Prolific Year
(5)
β
The Questioner
ποΈ
Keyword Collector
(183)
π
Century Club
(43)
π
Trend Setter
π
Conference Pioneer
Conferences
ACL (13)
EMNLP (13)
NIPS (5)
AAAI (4)
ICML (2)
IJCNLP (2)
COLING (1)
CVPR (1)
IJCAI (1)
INTERSPEECH (1)
JMLR (1)
NAACL (1)
Top co-authors
Research topics
Keywords
neural machine translation
(9)
speech translation
(9)
large language model
(7)
machine translation
(6)
mathematical reasoning
(4)
knowledge distillation
(4)
automatic speech recognition
(4)
quality estimation
(4)
reinforcement learning
(3)
simultaneous translation
(3)
bidirectional transformer
(3)
simultaneous machine translation
(3)
automatic post-editing
(2)
trigonometric polynomial
(2)
value model
(2)
monte carlo tree search
(2)
language model
(2)
cross-modal learning
(2)
differential privacy
(2)
smooth query
(2)
Papers
From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization
ACL 2026
Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture
AAAI 2026
Improve Speech Translation Through Text Rewrite
COLING 2025
Markov Chain of Thought for Efficient Mathematical Reasoning
NAACL 2025
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation
ICML 2025
Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training
ACL 2025
LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline
ACL 2025
Divergence-Guided Simultaneous Speech Translation
AAAI 2024
AnyTrans: Translate AnyText in the Image with Large Scale Models
EMNLP 2024
MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline
ACL 2024
AlphaMath Almost Zero: Process Supervision without Process
NIPS 2024
wav2vec-S: Adapting Pre-trained Speech Models for Streaming
ACL 2024
Step-level Value Preference Optimization for Mathematical Reasoning
EMNLP 2024
Training Simultaneous Speech Translation with Robust and Random Wait-k-Tokens Strategy
EMNLP 2023
Better Simultaneous Translation with Monotonic Knowledge Distillation
ACL 2023
A Simple Concatenation can Effectively Improve Speech Translation
ACL 2023
Towards Zero-shot Learning for End-to-end Cross-modal Translation Models
EMNLP 2023
Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics
EMNLP 2023
Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference
EMNLP 2023
Adaptive Policy with Wait-k Model for Simultaneous Translation
EMNLP 2023
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality?
EMNLP 2022
Efficient Cluster-Based k-Nearest-Neighbor Machine Translation
ACL 2022
Structural Supervision for Word Alignment and Machine Translation
ACL 2022
Cross-modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation
IJCAI 2022
Manifold Adversarial Augmentation for Neural Machine Translation
ACL 2021
Manifold Adversarial Augmentation for Neural Machine Translation
IJCNLP 2021
Probing Multi-modal Machine Translation with Pre-trained Language Model
IJCNLP 2021
Probing Multi-modal Machine Translation with Pre-trained Language Model
ACL 2021
Alibabaβs Submission for the WMT 2020 APE Shared Task: Improving Automatic Post-Editing with Pre-trained Conditional Cross-Lingual BERT
EMNLP 2020
Computer Assisted Translation with Neural Quality Estimation and Automatic Post-Editing
EMNLP 2020
Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation
EMNLP 2020
Neural Zero-Inflated Quality Estimation Model for Automatic Speech Recognition System
INTERSPEECH 2020
Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector
AAAI 2019
Unsupervised Multi-Modal Neural Machine Translation
CVPR 2019
Lattice Transformer for Speech Translation
ACL 2019
βBilingual Expertβ Can Find Translation Errors
AAAI 2019
Alibaba Speech Translation Systems for IWSLT 2018
EMNLP 2018
Alibaba Submission for WMT18 Quality Estimation Task
EMNLP 2018
Adversarial Feature Matching for Text Generation
ICML 2017
An inner-loop free solution to inverse problems using deep neural networks
NIPS 2017
Differentially Private Data Releasing for Smooth Queries
JMLR 2016
Towards Unifying Hamiltonian Monte Carlo and Slice Sampling
NIPS 2016
Fast Second Order Stochastic Backpropagation for Variational Inference
NIPS 2015
Efficient Algorithm for Privately Releasing Smooth Queries
NIPS 2013
A Novel Burst-based Text Representation Model for Scalable Event Detection
ACL 2012