← Authors

Tong Xiao

127 papers · 2009–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (11) 🌍 Conference Polyglot (14) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (19) 🧭 Keyword Pioneer πŸƒ Academic Marathon (16) 🏠 Conference Loyalist (27) 🀝 Dynamic Duo (94) πŸ† Grand Slam 🌱 Topic Pioneer πŸ”¬ Deep Specialist (40) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (423) πŸ’Ž Century Club (123) πŸ”₯ Unstoppable (17) ⚑ Prolific Year (14) ❓ The Questioner (3)

Conferences

ACL (40) EMNLP (27) CVPR (13) AAAI (11) COLING (10) IJCAI (6) IJCNLP (6) ICCV (4) ICML (3) ICLR (2) NIPS (2) ECCV (1) INTERSPEECH (1) NAACL (1)

Top co-authors

Jingbo Zhu (98) Bei Li (36) Chen Xu (20) Chunliang Zhang (17) Chenglong Wang (16) Yongyu Mu (14) Yuhao Zhang (14) Yanyang Li (14) Chi Hu (14) Xiaoqian Liu (13)

Research topics

Education (2)

Keywords

neural machine translation (25) knowledge distillation (16) machine translation (15) model compression (14) speech translation (11) large language model (9) person re-identification (7) neural network (6) transformer architecture (5) neural network optimization (5) transformer model (5) language modeling (5) neural architecture search (4) end-to-end speech translation (4) multi-task learning (4) in-context learning (4) automatic speech recognition (4) metric learning (4) transfer learning (4) convolutional neural network (4)

Papers

Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models AAAI 2026
WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation AAAI 2026
GRAM-RΒ²: Self-Training Generative Foundation Reward Models for Reward Reasoning AAAI 2026
SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement AAAI 2026
Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation ACL 2025
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs ACL 2025
Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ACL 2025
UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models ICML 2025
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025
GRAM: A Generative Foundation Reward Model for Reward Generalization ICML 2025
Can LLMs Solve Longer Math Word Problems Better? ICLR 2025
TLDR: Token-Level Detective Reward Model for Large Vision Language Models ICLR 2025
SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures ICCV 2025
Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models EMNLP 2025
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models EMNLP 2025
HEAL: A Hypothesis-Based Preference-Aware Analysis Framework EMNLP 2025
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders EMNLP 2025
Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models EMNLP 2025
IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method EMNLP 2025
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation ACL 2025
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment COLING 2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation ACL 2025
Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs CVPR 2025
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation CVPR 2025
Apollo: An Exploration of Video Understanding in Large Multimodal Models CVPR 2025
PartialFormer: Modeling Part Instead of Whole for Machine Translation ACL 2024
Hybrid Alignment Training for Large Language Models ACL 2024
Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation ACL 2024
RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners COLING 2024
Recent Advances in End-to-End Simultaneous Speech Translation IJCAI 2024
Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process IJCAI 2024
Revealing the Parallel Multilingual Learning within Large Language Models EMNLP 2024
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models EMNLP 2024
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation EMNLP 2024
Fairy: Fast Parallelized Instruction-Guided Video-to-Video Synthesis CVPR 2024
Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning NIPS 2024
SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models NIPS 2024
ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024
EIT: Enhanced Interactive Transformer ACL 2024
Teaching Language Models to Self-Improve by Learning from Language Feedback ACL 2024
Revisiting Interpolation Augmentation for Speech-to-Text Generation ACL 2024
CTC-based Non-autoregressive Speech Translation ACL 2023
Prompting Neural Machine Translation with Translation Memories AAAI 2023
Improving End-to-End Speech Translation by Leveraging Auxiliary Speech and Text Data AAAI 2023
Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation ACL 2023
MobileNMT: Enabling Translation in 15MB and 30ms ACL 2023
TranSFormer: Slow-Fast Transformer for Machine Translation ACL 2023
Augmenting Large Language Model Translators via Translation Memories ACL 2023
Bridging the Granularity Gap for Acoustic Modeling ACL 2023
Improving Autoregressive Grammatical Error Correction with Non-autoregressive Models ACL 2023
The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline Task ACL 2023
Rethinking and Improving Multi-task Learning for End-to-end Speech Translation EMNLP 2023
Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs EMNLP 2023
Recent Advances in Direct Speech-to-text Translation IJCAI 2023
Information Magnitude Based Dynamic Sub-sampling for Speech-to-text INTERSPEECH 2023
The NiuTrans Machine Translation Systems for WMT22 EMNLP 2022
Multi-Path Transformer is Better: A Case Study on Neural Machine Translation EMNLP 2022
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection EMNLP 2022
On Vision Features in Multimodal Machine Translation ACL 2022
Learning Multiscale Transformer Models for Sequence Generation ICML 2022
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation ACL 2022
The NiuTrans’s Submission to the IWSLT22 English-to-Chinese Offline Speech Translation Task ACL 2022
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders ACL 2021
An Efficient Transformer Decoder with Compressed Sub-layers AAAI 2021
Non-Autoregressive Translation by Learning Target Categorical Codes NAACL 2021
The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task IJCNLP 2021
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders IJCNLP 2021
Weight Distillation: Transferring the Knowledge in Neural Network Parameters IJCNLP 2021
Learning Light-Weight Translation Models from Deep Transformer AAAI 2021
The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task ACL 2021
Weight Distillation: Transferring the Knowledge in Neural Network Parameters ACL 2021
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking EMNLP 2021
Bag of Tricks for Optimizing Transformer Efficiency EMNLP 2021
The NiuTrans Machine Translation Systems for WMT21 EMNLP 2021
The NiuTrans System for the WMT 2021 Efficiency Task EMNLP 2021
The NiuTrans System for WNGT 2020 Efficiency Task ACL 2020
Neural Machine Translation with Joint Representation AAAI 2020
A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction COLING 2020
Shallow-to-Deep Training for Neural Machine Translation EMNLP 2020
Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation EMNLP 2020
The NiuTrans Machine Translation Systems for WMT20 EMNLP 2020
The NiuTrans System for the WMT20 Quality Estimation Shared Task EMNLP 2020
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation COLING 2020
MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs ACL 2020
Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020
Layer-Wise Multi-View Learning for Neural Machine Translation COLING 2020
Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild ECCV 2020
Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation ACL 2020
Learning Architectures from an Extended Search Space for Language Modeling ACL 2020
Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition IJCNLP 2019
Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition EMNLP 2019
The NiuTrans Machine Translation Systems for WMT19 ACL 2019
Shared-Private Bilingual Word Embeddings for Neural Machine Translation ACL 2019
Learning Deep Transformer Models for Machine Translation ACL 2019
Order-Aware Generative Modeling Using the 3D-Craft Dataset ICCV 2019
Sharing Attention Weights for Fast Transformer IJCAI 2019
End-to-End Deep Kronecker-Product Matching for Person Re-Identification CVPR 2018
Multi-layer Representation Fusion for Neural Machine Translation COLING 2018
A Simple and Effective Approach to Coverage-Aware Neural Machine Translation ACL 2018
Deep Group-Shuffling Random Walk for Person Re-Identification CVPR 2018
Video Person Re-Identification With Competitive Snippet-Similarity Aggregation and Co-Attentive Snippet Embedding CVPR 2018
The NiuTrans Machine Translation System for WMT18 EMNLP 2018
Person Search With Natural Language Description CVPR 2017
Fast Parallel Training of Neural Language Models IJCAI 2017
Identity-Aware Textual-Visual Matching With Latent Co-Attention ICCV 2017
Joint Detection and Identification Feature Learning for Person Search CVPR 2017
Object Detection in Videos With Tubelet Proposal Networks CVPR 2017
Implicit Syntactic Features for Target-dependent Sentiment Analysis IJCNLP 2017
Learning Deep Neural Networks for Vehicle Re-ID With Visual-Spatio-Temporal Path Proposals ICCV 2017
Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation EMNLP 2017
Learning Deep Feature Representations With Domain Guided Dropout for Person Re-Identification CVPR 2016
NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit IJCNLP 2015
Learning From Massive Noisy Labeled Data for Image Classification CVPR 2015
NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit ACL 2015
Effective Incorporation of Source Syntax into Hierarchical Phrase-based Translation COLING 2014
A Hybrid Approach to Skeleton-based Translation ACL 2014
DeepReID: Deep Filter Pairing Neural Network for Person Re-Identification CVPR 2014
Easy-First POS Tagging and Dependency Parsing with Beam Search ACL 2013
Easy-First Chinese POS Tagging and Dependency Parsing COLING 2012
Learning Better Rule Extraction with Translation Span Alignment ACL 2012
NiuTrans: An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation ACL 2012
Improving Decoding Generalization for Tree-to-String Translation ACL 2011
Heterogeneous Parsing via Collaborative Decoding COLING 2010
Boosting-Based System Combination for Machine Translation ACL 2010
An Empirical Study of Translation Rule Extraction with Multiple Parsers COLING 2010
The Feature Subspace Method for SMT System Combination EMNLP 2009
Better Synchronous Binarization for Machine Translation EMNLP 2009