Yang Feng

Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality ACL 2026 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 Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment ACL 2025 Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation AAAI 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 Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 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 IG-Pruning: Input-Guided Block Pruning for Large Language Models EMNLP 2025 AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025 Identifying and Mitigating Social Bias Knowledge in Language Models NAACL 2025 Modality-Fair Preference Optimization for Trustworthy MLLM Alignment IJCAI 2025 Overcoming Non-monotonicity in Transducer-based Streaming Generation ICML 2025 MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation NAACL 2025 LLM-based Translation Inference with Iterative Bilingual Understanding ACL 2025 HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025 Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning MICCAI 2025 VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis EMNLP 2024 Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration NIPS 2024 PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-ray MICCAI 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 Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation ACL 2024 Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ACL 2024 Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts ACL 2024 Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms ICML 2024 FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data ICLR 2024 TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling AAAI 2024 Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks 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 Fast Model DeBias with Machine Unlearning 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 Non-Autoregressive Models for Fast Sequence Generation 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 Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions EMNLP 2022 Low-resource Neural Machine Translation with Cross-modal Alignment EMNLP 2022 Non-Monotonic Latent Alignments for CTC-Based Non-Autoregressive Machine Translation NIPS 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 RaSE: Random Subspace Ensemble Classification JMLR 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 Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model EMNLP 2021 Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy EMNLP 2021 Mixup Decoding for Diverse Machine Translation EMNLP 2021 Modeling Fluency and Faithfulness for Diverse Neural Machine Translation AAAI 2020 Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation AAAI 2020 Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation COLING 2020 Robust Neural Machine Translation with ASR Errors ACL 2020 [RETRACTED] A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking ACL 2020 CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ACL 2020 Bridging the Gap between Training and Inference for Neural Machine Translation (Extended Abstract) IJCAI 2020 Token-level Adaptive Training for Neural Machine Translation EMNLP 2020 Generating Diverse Translation from Model Distribution with Dropout EMNLP 2020 Neyman-Pearson classification: parametrics and sample size requirement JMLR 2020 Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables ACL 2019 Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation ACL 2019 Improving Domain Adaptation Translation with Domain Invariant and Specific Information NAACL 2019 Unsupervised Image Captioning CVPR 2019 Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation EMNLP 2019 Multi-Winner Contests for Strategic Diffusion in Social Networks AAAI 2019 Bridging the Gap between Training and Inference for Neural Machine Translation ACL 2019 Incremental Transformer with Deliberation Decoder for Document Grounded Conversations ACL 2019 Spatio-Temporal Video Re-Localization by Warp LSTM CVPR 2019 Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation IJCNLP 2019 Knowledge Diffusion for Neural Dialogue Generation ACL 2018 Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation EMNLP 2018 Video Re-localization ECCV 2018 Refining Source Representations with Relation Networks for Neural Machine Translation COLING 2018 Speeding Up Neural Machine Translation Decoding by Cube Pruning EMNLP 2018 Flexible and Creative Chinese Poetry Generation Using Neural Memory ACL 2017 Memory-augmented Neural Machine Translation EMNLP 2017 Auditory Processing Impairments Under Background Noise in Children with Non-Syndromic Cleft Lip and/or Palate INTERSPEECH 2016 Neyman-Pearson Classification under High-Dimensional Settings JMLR 2016 Factored Markov Translation with Robust Modeling CONLL 2014 A Markov Model of Machine Translation using Non-parametric Bayesian Inference ACL 2013 Hierarchical Chunk-to-String Translation ACL 2012 Left-to-Right Tree-to-String Decoding with Prediction CONLL 2012 Left-to-Right Tree-to-String Decoding with Prediction EMNLP 2012 Automatic Bilingual Phrase Extraction from Comparable Corpora COLING 2012 An Efficient Shift-Reduce Decoding Algorithm for Phrased-Based Machine Translation COLING 2010 Joint Decoding with Multiple Translation Models IJCNLP 2009 Joint Decoding with Multiple Translation Models ACL 2009 Lattice-based System Combination for Statistical Machine Translation EMNLP 2009