百晓学者学者目录

田飞

副教授、教授、硕导，江苏大学

精选作品

期刊论文

2026

Diffusion-GR2: Diffusion Generative Reasoning Re-ranker

Zhuo-Xuan Zhang, Kang-Qi Ni, Yuhang Chen, Ming-Fu Liang, Xiaohan Wei, Yun-Chen Pu, Fei Tian, Chongling Sun, Frank Shyu, Adam Song, Sandeep Pandey, Luke Simon, Tian-Long Chen, Xi Liu

arXiv.org

DOI

2026

ParaASR: Multi-Token Prediction for Fast and Long-Context LLM-Based Speech Recognition

Qing-Jian Lin, Yuxin Li, Haoyang Zhang, Jun Chen, Yechang Huang, Feng Tian, Xie Li, Xiangyu Zhang, Daijiao Liu, Yuxin Zhang, Jing Gong, Bowen Zhao, Fei Tian, Xue-Ting Yang, Gang Yu, Xiangyu Zhang, Da-Xin Jiang

arXiv.org

DOI

2026

DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action

Haoyang Zhang, Jun Chen, Donghang Wu, Yuxin Li, Yuxin Zhang, Xiangyu Zhang, Che Liu, Qing-Jian Lin, Yizhou Peng, Hexin Liu, E. Chng, Chao Yan, Boyong Wu, Yechang Huang, Xue-Ting Yang, Fei Tian

2026

GRACE: Generative Recommender Acceleration Engine for Real-Time Ads Retrieval

Zhou Fang, Yuhang Huang, Ang Zhang, Yi-Han He, Rui Xiao, Chao Li, Yavuz Yetim, Si Yang, Xiaohan Wei, Fei Tian, Liang Wang, Chongling Sun, Li-Yuan Li, Na Yan, Gaoxiang Liu

2026

Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation

Yuhang Chen, Xianfeng Wu, Jinhao Duan, Ming-Fu Liang, Xiaohan Wei, Yun-Chen Pu, Fei Tian, Chongling Sun, Parish Aggarwal, Frank Shyu, Luke Simon, Sandeep Pandey, Xi Liu, Tian-Long Chen

arXiv.org

DOI

2026

Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation

Che Liu, Li-Chao Ma, Xiangyu Zhang, Yuxin Zhang, Haoyang Zhang, Xue Yang, Fei Tian

arXiv.org

DOI

2026

End-to-End Dynamic Sparsity for Resource-Adaptive LLM Inference

Yuhang Chen, Jinhao Duan, Rui-Chen Zhang, Ming-Fu Liang, Xiaohan Wei, Yun-Chen Pu, Fei Tian, Chongling Sun, Parish Aggarwal, Frank Shyu, Luke Simon, Sandeep Pandey, Tian-Long Chen, Xi Liu

arXiv.org

DOI

2026

Learning Evidence Highlighting for Frozen LLMs

Shao-Ang Li, Yan-Hang Shi, Yu-Fei Li, Ming-Fu Liang, Xiaohan Wei, Yun-Chen Pu, Fei Tian, Chongling Sun, Frank Shyu, Luke Simon, Sandeep Pandey, Xi Liu, Jian Li

arXiv.org

DOI

2026

Self-Guided Test-Time Training for Long-Context LLMs

Xinyu Zhu, Zhe Xu, Xiaohan Wei, Yun-Chen Pu, Fei Tian, Chongling Sun, Kaushik Rangadurai, Hua Zhi, Frank Shyu, Sandeep Pandey, Luke Simon, Yu Meng, Xi Liu

arXiv.org

DOI

2026

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation

H. S. Shahgir, Yu-Fei Li, Xiaohan Wei, Yun-Chen Pu, Fei Tian, Chongling Sun, Frank Shyu, Sandeep Pandey, Luke Simon, Yue Dong, Xi Liu

arXiv.org

DOI

2026

StepAudio 3 Gen Technical Report

Bin Lin, Bo Zhao, Bo-Yang Wang, Bo-Yang Zhang, Boyong Wu, Chao Yan, Chen Geng, Chen-Wei Wu, Cheng Yi, Chengli Feng, Cheng-Lin Zhu, Dan-Ni Wan, Da-Xin Jiang, Dongqing Pang, Fei Tian, Feng Tian, Fu-Hao Li, Gang Yu, Guang Yang, Jia-Hao-Tian-Xin-Yu Peng, Jian Song, Jia-Ming Fan, Jiangjie Zhen, Jian'gang Gao, Jun Chen, Li Xie, Li-Fang Zhang, Li-Li Ji, L. Shi, Lun Cai, Min Xu, Na Wang, Pei-Lin Li, Peng Yang, Peng-Fei Tan, Qing-Jian Lin, Rui-Jie Xiong, Run-Ze Li, Shen-Hua Hu, Shi Qiu, Si-Qi Tu, Si-Yi Zhou, Tian-Jiao Deng, Wan-Hang Lu, Wei Niu, Wen-Cheng Sun, Wenwen Qu, Xiang-Yu Zhang, Xian-Wei Zhang, Xiao-Su Su, Xing Chen, Xin-Yu Liu, Xue-Rui Yang, Yang Li, Yang Yang, Yechang Huang, Yi-Bo Zhu, Yi-Fan Zhang, Yi-Yan Xu, Yu Fu, Yu Luo, Yu Zhou, Yu-Mang Wang, Yu Ju, Yu-Xiang Yang, Ze-Kai Liu, Zeng-Wei Yao, Zhen-Wei Mou, Zhe-Qi Dai, Zhi-Yue Wu, Zichao Zhou

2026

StepAudio 3 Realtime Technical Report

Bin Lin, Bo Zhao, Bo-Yang Zhang, Boyong Wu, Chao Yan, Chen Geng, Chen Wu, Cheng Yi, Chengli Feng, Cheng-Lin Zhu, Chengting Feng, Cheng-Yuan Yao, Daijiao Liu, Dan-Ni Wan, Da-Xin Jiang, Dong-Jian Li, Dongqing Pang, Fei Tian, Feng Tian, Fu Li, Gang Yu, Guang Yang, Haoyang Zhang, Hong-Yuan Wang, Jia-Hao-Tian-Xin-Yu Peng, Jian Song, Jia-Long Xue, Jia-Ming Fan, Jiangjie Zhen, Jian'gang Gao, Jing-Chen Wen, Jing-Hua Liang, Jing Gong, Jun Chen, Li Xie, Liang Zhao, Li-Fang Zhang, Li-Li Ji, Lun Cai, Min Xu, Pei-Lin Li, Peng Yang, Peng-Fei Tan, Qing-Jian Lin, Qing Du, Rui-Jie Xiong, Run-Ze Li, Shen-Hua Hu, Sheng-Qian Qin, Shi Qiu, Si-Qi Tu, Si-Yi Zhou, Tian-Jiao Deng, Wan-Hang Lu, Wei Niu, Wen-Cheng Sun, Wenwen Qu, Xiang-Yu Zhang, Xian-Wei Zhang, Xiao-Su Su, Xing Chen, Xin-Yu Liu, Xue-Rui Yang, Yan Wu, Yang Li, Yang Yang, Yechang Huang, Yi-Bo Zhu, Yi-Fan Zhang, Yian Yan, You-Jun Chen, Yu Fu, Yu Luo, Yu Zhou, Yu-Jie Chen, Yu-Mang Wang, Yu Ju, Yu-Xiang Yang, Yu-Xin Li, Yu-Xin Zhang, Ze-Kai Liu, Zeng-Wei Yao, Zhao-Xin Yuan, Zhen-Wei Mou, Zhi-Quan Zhang, Zhi-Yue Wu, Zi-Chao Li, Zichao Zhou, Zi-Qi Ren, Zi-Xuan Wang

2025

Step-Audio-R1 Technical Report

Fei Tian, Xiangyu Zhang, Yuxin Zhang, Haoyang Zhang, Yuxin Li, Daijiao Liu, Ya-Yue Deng, Donghang Wu, Jun Chen, Liang Zhao, Cheng-Yuan Yao, Hexin Liu, E. Chng, Xue-Ting Yang, Xiang-Yu Zhang, Da-Xin Jiang, Gang Yu

arXiv.org

DOI

2025

Impact of Frame Rates on Speech Tokenizer: A Case Study on Mandarin and English

Haoyang Zhang, Hexin Liu, Xiang-Yu Zhang, Qi-Quan Zhang, Yu-Chen Hu, Jun-Qi Zhao, Fei Tian, Xue-Ting Yang, Leibny Paola García, E. Chng

arXiv.org

DOI

2025

Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model

Ailin Huang, Bing-Xin Li, Bruce Wang, Boyong Wu, Chao Yan, Chengli Feng, Heng Wang, Hongyu Zhou, Hong-Yuan Wang, Jing-Bei Li, Jian-Jian Sun, Joanna Wang, Ming-Rui Chen, Peng Liu, Ruihang Miao, Shilei Jiang, Fei Tian, Wang You, Xi Chen, Xue-Ting Yang, Yechang Huang, Yuxiang Zhang, Zheng Ge, Zheng Gong, Zhewei Huang, Zi-Xin Zhang, Bin Wang, Bo Li, Buyun Ma, Changxing Miao, Changyi Wan, Chen Xu, Da Shi, Dingyuan Hu, Enle Liu, Guanzhe Huang, Gulin Yan, Han-Wen Hu, Hao Jia, Jiahao Gong, Jiaoren Wu, Jie Wu, Jie Yang, Junzhe Lin, Kai-yang Li, Lei Xia, Longlong Gu, Ming Li, Nie Hao, Ranchen Ming, Shaoliang Pang, Siqi Liu, Song Yuan, Tiancheng Cao, Wen Li, Wen-Long He, Xu Zhao, Xue-Lin Zhang, Yanbo Yu, Yi Zhong, Yu Zhou, Yuanwei Liang, Yuanwei Lu, Yu-Xiang Yang, Zi-yi Yang, Zi-Li Zhang, Bin-Xing Jiao, Harry Shum, Jian-Sheng Chen, Jing Li, Xiang-Yu Zhang, XinHao Zhang, Yi-Bo Zhu, Da-Xin Jiang, Shaohua Kevin Zhou, Chen Hu

arXiv.org

DOI

2025

Mind-Paced Speaking: A Dual-Brain Approach to Real-Time Reasoning in Spoken Language Models

Donghang Wu, Haoyang Zhang, Jun Chen, Xiangyu Zhang, He-Xin Liu, E. Chng, Fei Tian, Xue-Ting Yang, Da-Xin Jiang, Gang Yu

arXiv.org

DOI

2025

Chronological Thinking in Full-Duplex Spoken Dialogue Language Models

Donghang Wu, Haoyang Zhang, Chen Chen, Tianyu Zhang, Fei Tian, Xuerui Yang, Gang Yu, He-Xin Liu, Nana Hou, Yu-Chen Hu, Chng Eng Siong

SIGDIAL Conferences

DOI

2025

MULTI-Bench: A Multi-Turn Interactive Benchmark for Assessing Emotional Intelligence ability of Spoken Dialogue Models

Ya-Yue Deng, Guoqiang Hu, Haiyang Sun, Xiangyu Zhang, Haoyang Zhang, Fei Tian, Xue-Ting Yang, Gang Yu, E. Chng

arXiv.org

DOI

2025

Step-Audio-EditX Technical Report

Chao Yan, Boyong Wu, Peng Yang, Peng-Fei Tan, Guoqiang Hu, Yuxin Zhang, Xiangyu Zhang, Fei Tian, Xue-Ting Yang, Da-Xin Jiang, Gang Yu

arXiv.org

DOI

2020

Searching Better Architectures for Neural Machine Translation

Yang Fan, Fei Tian, Yingce Xia, Tao Qin, Xiang-Yang Li, Tie-Yan Liu

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2019

新型多叶轮潜水搅拌机流场特性

田飞，施卫东，张德胜，曹卫东，周琴

《排灌机械工程学报》

2019

Neural Machine Translation with Soft Prototype

Yi-Ren Wang, Yingce Xia, Fei Tian, Fei Gao, Tao Qin, Cheng-Xiang Zhai, Tie-Yan Liu

Neural Information Processing Systems

2019

Microsoft Research Asia’s Systems for WMT19

Yingce Xia, Xu Tan, Fei Tian, Fei Gao, Di He, Weicong Chen, Yang Fan, Linyuan Gong, Yichong Leng, Renqian Luo, Yi-Ren Wang, Lijun Wu, Jin-Hua Zhu, Tao Qin, Tie-Yan Liu

Conference on Machine Translation

DOI

2019

Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder

Yingce Xia, Tianyu He, Xu Tan, Fei Tian, Di He, Tao Qin

AAAI Conference on Artificial Intelligence

DOI

2019

Multi-Agent Dual Learning

Yiren Wang, Yingce Xia, Tianyu He, Fei Tian, Tao Qin, Cheng-Xiang Zhai, Tie-Yan Liu

International Conference on Learning Representations

2019

Hint-Based Training for Non-Autoregressive Machine Translation

Zhuohan Li, Zi Lin, Di He, Fei Tian, Tao Qin, Liwei Wang, Tie-Yan Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2019

Non-Autoregressive Machine Translation with Auxiliary Regularization

Yiren Wang, Fei Tian, Di He, Tao Qin, ChengXiang Zhai, Tie-Yan Liu

AAAI Conference on Artificial Intelligence

DOI

2019

Depth Growing for Neural Machine Translation

Li-Jun Wu, Yi-Ren Wang, Yingce Xia, Fei Tian, Fei Gao, Tao Qin, J. Lai, Tie-Yan Liu

Annual Meeting of the Association for Computational Linguistics

DOI

2018

Model-Level Dual Learning

Yingce Xia, Xu Tan, Fei Tian, Tao Qin, Neng-Hai Yu, Tie-Yan Liu

International Conference on Machine Learning

2018

EARNING TO T EACH

Yang Fan, Fei Tian, Tao Qin, Xiang-Yang Li, Tie-Yan Liu

2018

Learning to Teach

Yang Fan, Fei Tian, Tao Qin, Xiang-Yang Li, Tie-Yan Liu

International Conference on Learning Representations

2018

Word Attention for Sequence to Sequence Text Understanding

Lijun Wu, Fei Tian, Li Zhao, J. Lai, Tie-Yan Liu

AAAI Conference on Artificial Intelligence

DOI

2018

Towards Binary-Valued Gates for Robust LSTM Training

Zhuohan Li, Di He, Fei Tian, Wei Chen, Tao Qin, Liwei Wang, Tie-Yan Liu

International Conference on Machine Learning

2018

Learning to Teach with Dynamic Loss Functions

Lijun Wu, Fei Tian, Yingce Xia, Yang Fan, Tao Qin, J. Lai, Tie-Yan Liu

Neural Information Processing Systems

2018

Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter

Lijun Wu, Xu Tan, Di He, Fei Tian, Tao Qin, J. Lai, Tie-Yan Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2018

Neural Architecture Optimization

Renqian Luo, Fei Tian, Tao Qin, En-Hong Chen, Tie-Yan Liu

Neural Information Processing Systems

2018

A Study of Reinforcement Learning for Neural Machine Translation

Lijun Wu, Fei Tian, Tao Qin, J. Lai, Tie-Yan Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2018

Achieving Human Parity on Automatic Chinese to English News Translation

Hany Hassan, Anthony Aue, Chang Chen, Vishal Chowdhary, Jonathan Clark, C. Federmann, Xue-Dong Huang, Marcin Junczys-Dowmunt, W. Lewis, Mu Li, Shujie Liu, Tie-Yan Liu, Renqian Luo, Arul Menezes, Tao Qin, F. Seide, Xu Tan, Fei Tian, Lijun Wu, Shuang-Zhi Wu, Yingce Xia, Dong-Dong Zhang, Zhirui Zhang, Ming Zhou

arXiv.org

2017

Deliberation Networks: Sequence Generation Beyond One-Pass Decoding

Yingce Xia, Fei Tian, Lijun Wu, Jian-Xin Lin, Tao Qin, Neng-Hai Yu, Tie-Yan Liu

Neural Information Processing Systems

2017

Learning What Data to Learn

Yang Fan, Fei Tian, Tao Qin, Jiang Bian, Tie-Yan Liu

arXiv.org

2017

Adversarial Neural Machine Translation

Li-Jun Wu, Yingce Xia, Li Zhao, Fei Tian, Tao Qin, J. Lai, Tie-Yan Liu

Asian Conference on Machine Learning

2017

Neural Data Filter for Bootstrapping Stochastic Gradient Descent

Yang Fan, Fei Tian, Tao Qin, Tie-Yan Liu

2017

Sequence Generation with Target Attention

Yingce Xia, Fei Tian, Tao Qin, Neng-Hai Yu, Tie-Yan Liu

ECML/PKDD

DOI

2016

Sentence Level Recurrent Topic Model: Letting Topics Speak for Themselves

Fei Tian, Bin Gao, Di He, Tie-Yan Liu

arXiv.org

2016

Recurrent Residual Learning for Sequence Classification

Yiren Wang, Fei Tian

Conference on Empirical Methods in Natural Language Processing

DOI

2015

污水处理搅拌机局部流场PIV实验研究

田飞，卢熙宁，王怀文，胡林林

《中国农村水利水电》

2015

Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding

Hua-Zheng Wang, Fei Tian, Bin Gao, Cheng Zhu, Jiang Bian, Tie-Yan Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2015

Learning Better Word Embedding by Asymmetric Low-Rank Projection of Knowledge Graph

Fei Tian, Bin Gao, En-Hong Chen, Tie-Yan Liu

Journal of Computational Science and Technology

DOI

2015

Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective

Yi-Tan Li, Lin-Li Xu, Fei Tian, Liang Jiang, Xiaowei Zhong, En-Hong Chen

International Joint Conference on Artificial Intelligence

2014

潜水搅拌机内部压力脉动特性分析

田飞，施卫东，卢熙宁，张德胜，郎涛

《排灌机械工程学报》

2014

Generalization Analysis for Game-Theoretic Machine Learning

Haifang Li, Fei Tian, Wei Chen, Tao Qin, Zhi-Ming Ma, Tie-Yan Liu

AAAI Conference on Artificial Intelligence

DOI

2014

A Probabilistic Model for Learning Multi-Prototype Word Embeddings

Fei Tian, Han-Jun Dai, Jiang Bian, Bin Gao, Rui Zhang, En-Hong Chen, Tie-Yan Liu

International Conference on Computational Linguistics

2014

Learning Deep Representations for Graph Clustering

Fei Tian, Bin Gao, Qing Cui, En-Hong Chen, Tie-Yan Liu

AAAI Conference on Artificial Intelligence

DOI

2014

Agent Behavior Prediction and Its Generalization Analysis

Fei Tian, Haifang Li, Wei Chen, Tao Qin, En-Hong Chen, Tie-Yan Liu

AAAI Conference on Artificial Intelligence

DOI

2013

潜水搅拌机分布对污水处理池搅拌效果的影响

田飞，施卫东，卢熙宁，陈斌，欧鸣雄

《排灌机械工程学报》

2013

非设计工况下斜流泵叶轮进出口环量变化分析

欧鸣雄，施卫东，田飞，张德胜

《流体机械》

2013

弯管进口对混流泵径向载荷影响的数值分析

欧鸣雄，施卫东，田飞，张德胜，卢熙宁

《排灌机械工程学报》

2013

AP1000核电厂海水循环泵地震响应分析

欧鸣雄，赵立，施卫东，田飞

《核动力工程》

2012

三叶片潜水搅拌机的数值模拟

田飞，施卫东，卢熙宁，陈斌，欧鸣雄

《排灌机械工程学报》

2011

群决策中三端点语言和互补偏好信息的转化及集结研究

朱建军，刘思峰，田飞

《中国管理科学》，Vol. 19, No. 3

下载原文DOI

2011

污水处理搅拌机的水力设计与试验研究

田飞，施卫东，陈斌，曹卫东，李善庭

《流体机械》

2010

低比转速离心泵内部流场分析及试验

张德胜，施卫东，陈斌，曹卫东，田飞

《农业工程学报》

2010

污水处理搅拌机的数值模拟与实验研究

田飞

《江苏大学》

2009

不同池形中推流搅拌器功率消耗的数值模拟

施卫东，田飞，曹卫东，陈斌，张德胜

《排灌机械工程学报》

2008

三端点区间数互补判断矩阵的一致性及权重

田飞，朱建军，姚冬蓓，朱红燕

《系统工程理论与实践》，Vol. 28, No. 10

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2008

学风指标体系实证研究

田飞，曹威麟

《高教发展与评估》，Vol. 24, No. 2

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2008

流线型两叶片XCK搅拌器内部流动

施卫东，田飞，曹卫东，张德胜，李伟

《排灌机械工程学报》

2007

师生心理契约期望对学风影响的实证研究

田飞

《江淮论坛》，No. 6

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