← Authors

Yang Feng

135 papers · 2009–2025 · 17 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (10) 🌍 Conference Polyglot (17) πŸƒ Academic Marathon (16) 🐝 Cross-Pollinator (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🏠 Conference Loyalist (29) 🌟 Keyword Trendsetter Combo (4) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ† Keyword Champion (2) 🀝 Dynamic Duo (28) πŸ”¬ Deep Specialist (58) 🧬 Topic Evolution πŸš€ Conference Pioneer ⚑ Prolific Year (10) πŸ—ƒοΈ Keyword Collector (472) πŸ“ˆ Trend Setter ❓ The Questioner (2) πŸ”₯ Unstoppable (10) πŸ’Ž Century Club (135)

Conferences

ACL (44) EMNLP (29) NIPS (10) NAACL (8) ICLR (8) IJCNLP (7) AAAI (7) JMLR (4) COLING (4) CVPR (2) ICML (2) IJCAI (2) CONLL (2) MICCAI (2) MIDL (2) ECCV (1) INTERSPEECH (1)

Top co-authors

Shaolei Zhang (28) Shuhao Gu (18) Chenze Shao (17) Zuozhu Liu (16) Qingkai Fang (15) Jie Zhou (15) Jinchao Zhang (14) Min Zhang (13) Qun Liu (13) Zhengrui Ma (13)

Keywords

neural machine translation (38) machine translation (15) non-autoregressive translation (10) large language model (10) simultaneous machine translation (10) knowledge distillation (9) text generation (8) domain adaptation (8) simultaneous translation (7) attention mechanism (7) representation learning (6) multi-task learning (5) latency optimization (5) speech translation (5) context modeling (5) translation quality (5) speech-to-speech translation (4) catastrophic forgetting (4) dialogue system (4) sequence generation (4)

Papers

LLM-based Translation Inference with Iterative Bilingual Understanding ACL 2025
Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment ACL 2025
Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning MICCAI 2025
Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 2025
Modality-Fair Preference Optimization for Trustworthy MLLM Alignment IJCAI 2025
Overcoming Non-monotonicity in Transducer-based Streaming Generation ICML 2025
HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025
LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis ACL 2025
FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation ACL 2025
LLaMA-Omni: Seamless Speech Interaction with Large Language Models ICLR 2025
Differentiable Rule Induction from Raw Sequence Inputs ICLR 2025
LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token ICLR 2025
MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering NAACL 2025
TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement NAACL 2025
Identifying and Mitigating Social Bias Knowledge in Language Models NAACL 2025
IG-Pruning: Input-Guided Block Pruning for Large Language Models EMNLP 2025
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025
MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation NAACL 2025
Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation AAAI 2025
TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling AAAI 2024
Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation ACL 2024
Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration NIPS 2024
Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ACL 2024
PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-ray MICCAI 2024
Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts ACL 2024
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data ICLR 2024
VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis EMNLP 2024
Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms ICML 2024
A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation ACL 2024
Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? ACL 2024
Decoder-only Streaming Transformer for Simultaneous Translation ACL 2024
TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space ACL 2024
StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning ACL 2024
Learnable Privacy Neurons Localization in Language Models ACL 2024
CTC-based Non-autoregressive Textless Speech-to-Speech Translation ACL 2024
Fast Model DeBias with Machine Unlearning NIPS 2023
Addressing the Length Bias Challenge in Document-Level Neural Machine Translation EMNLP 2023
Scaling Law for Document Neural Machine Translation EMNLP 2023
Simultaneous Machine Translation with Tailored Reference EMNLP 2023
Enhancing Neural Machine Translation with Semantic Units EMNLP 2023
Non-autoregressive Streaming Transformer for Simultaneous Translation EMNLP 2023
Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine Translation EMNLP 2023
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer NIPS 2023
Rephrasing the Reference for Non-autoregressive Machine Translation AAAI 2023
Model Adaptive Tooth Segmentation MIDL 2023
Hidden Markov Transformer for Simultaneous Machine Translation ICLR 2023
Fuzzy Alignments in Directed Acyclic Graph for Non-Autoregressive Machine Translation ICLR 2023
On the Effectiveness of Out-of-Distribution Data in Self-Supervised Long-Tail Learning. ICLR 2023
Non-autoregressive Machine Translation with Probabilistic Context-free Grammar NIPS 2023
Beyond MLE: Convex Learning for Text Generation NIPS 2023
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks NIPS 2023
Unified Segment-to-Segment Framework for Simultaneous Sequence Generation NIPS 2023
Towards Distribution-Agnostic Generalized Category Discovery NIPS 2023
DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation NIPS 2023
Learning Optimal Policy for Simultaneous Machine Translation via Binary Search ACL 2023
Back Translation for Speech-to-text Translation Without Transcripts ACL 2023
CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation ACL 2023
Understanding and Bridging the Modality Gap for Speech Translation ACL 2023
End-to-End Simultaneous Speech Translation with Differentiable Segmentation ACL 2023
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions EMNLP 2022
Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation ACL 2022
Modeling Dual Read/Write Paths for Simultaneous Machine Translation ACL 2022
Neural Machine Translation with Phrase-Level Universal Visual Representations ACL 2022
Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework ACL 2022
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation ACL 2022
Prediction Difference Regularization against Perturbation for Neural Machine Translation ACL 2022
Gaussian Multi-head Attention for Simultaneous Machine Translation ACL 2022
Information-Transport-based Policy for Simultaneous Translation EMNLP 2022
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues EMNLP 2022
Non-Monotonic Latent Alignments for CTC-Based Non-Autoregressive Machine Translation NIPS 2022
Low-resource Neural Machine Translation with Cross-modal Alignment EMNLP 2022
Non-Autoregressive Models for Fast Sequence Generation EMNLP 2022
Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation EMNLP 2022
Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation EMNLP 2022
Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation EMNLP 2022
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mapping EMNLP 2022
Relational Surrogate Loss Learning ICLR 2022
Unsupervised Pre-training Improves Tooth Segmentation in 3-Dimensional Intraoral Mesh Scans MIDL 2022
One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation NAACL 2022
Mixup Decoding for Diverse Machine Translation EMNLP 2021
Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model EMNLP 2021
Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation NAACL 2021
ICT’s System for AutoSimTrans 2021: Robust Char-Level Simultaneous Translation NAACL 2021
Future-Guided Incremental Transformer for Simultaneous Translation AAAI 2021
Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency ACL 2021
Importance-based Neuron Allocation for Multilingual Neural Machine Translation ACL 2021
GTM: A Generative Triple-wise Model for Conversational Question Generation ACL 2021
Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation ACL 2021
Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances ACL 2021
Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances IJCNLP 2021
Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation IJCNLP 2021
GTM: A Generative Triple-wise Model for Conversational Question Generation IJCNLP 2021
Importance-based Neuron Allocation for Multilingual Neural Machine Translation IJCNLP 2021
Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency IJCNLP 2021
RaSE: Random Subspace Ensemble Classification JMLR 2021
Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy EMNLP 2021
Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation COLING 2020
Token-level Adaptive Training for Neural Machine Translation EMNLP 2020
Robust Neural Machine Translation with ASR Errors ACL 2020
Bridging the Gap between Training and Inference for Neural Machine Translation (Extended Abstract) IJCAI 2020
[RETRACTED] A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking ACL 2020
Generating Diverse Translation from Model Distribution with Dropout EMNLP 2020
CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ACL 2020
Neyman-Pearson classification: parametrics and sample size requirement JMLR 2020
Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation AAAI 2020
Modeling Fluency and Faithfulness for Diverse Neural Machine Translation AAAI 2020
Spatio-Temporal Video Re-Localization by Warp LSTM CVPR 2019
Improving Domain Adaptation Translation with Domain Invariant and Specific Information NAACL 2019
Multi-Winner Contests for Strategic Diffusion in Social Networks AAAI 2019
Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables ACL 2019
Bridging the Gap between Training and Inference for Neural Machine Translation ACL 2019
Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation ACL 2019
Incremental Transformer with Deliberation Decoder for Document Grounded Conversations ACL 2019
Unsupervised Image Captioning CVPR 2019
Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation IJCNLP 2019
Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation EMNLP 2019
Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation EMNLP 2018
Video Re-localization ECCV 2018
Knowledge Diffusion for Neural Dialogue Generation ACL 2018
Speeding Up Neural Machine Translation Decoding by Cube Pruning EMNLP 2018
Refining Source Representations with Relation Networks for Neural Machine Translation COLING 2018
Flexible and Creative Chinese Poetry Generation Using Neural Memory ACL 2017
Memory-augmented Neural Machine Translation EMNLP 2017
Neyman-Pearson Classification under High-Dimensional Settings JMLR 2016
Auditory Processing Impairments Under Background Noise in Children with Non-Syndromic Cleft Lip and/or Palate INTERSPEECH 2016
Factored Markov Translation with Robust Modeling CONLL 2014
A Markov Model of Machine Translation using Non-parametric Bayesian Inference ACL 2013
Left-to-Right Tree-to-String Decoding with Prediction EMNLP 2012
Left-to-Right Tree-to-String Decoding with Prediction CONLL 2012
Automatic Bilingual Phrase Extraction from Comparable Corpora COLING 2012
Hierarchical Chunk-to-String Translation ACL 2012
An Efficient Shift-Reduce Decoding Algorithm for Phrased-Based Machine Translation COLING 2010
Lattice-based System Combination for Statistical Machine Translation EMNLP 2009
Joint Decoding with Multiple Translation Models IJCNLP 2009
Joint Decoding with Multiple Translation Models ACL 2009