Dong Yu - RankMe

777 papers A* 59A 93B 4C 12Misc 97Journal 400Unranked 108

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Versatile Multimodal Agent for Multimedia Content Generation. CoRR Daoan Zhang, Wenlin Yao, Xiaoyang Wang, Yebowen Hu, Jiebo Luo, Dong Yu
2026	A*	`conf`	Audio-Thinker: Guiding Large Audio Language Model When and How to Think via Reinforcement Learning. AAAI Shu Wu, Chenxing Li, Wenfu Wang, Hao Zhang, Hualei Wang, Meng Yu, Dong Yu
2026	J	`jnl`	Covo-Audio Technical Report. CoRR Wenfu Wang, Chenxing Li, Liqiang Zhang, Yiyang Zhao, Yuxiang Zou, Hanzhao Li, Mingyu Cui, Hao Zhang, Kun Wei, Le Xu, Zikang Huang, Jiajun Xu, Jiliang Hu, Xiang He, Zeyu Xie, Jiawen Kang, Youjun Chen, Meng Yu, Dong Yu, Rilin Chen, Linlin Di, Shulin Feng, Na Hu, Yang Liu, Bang Wang, Shan Yang
2026	A*	`conf`	DegVoC: Revisiting Neural Vocoder from a Degradation Perspective. AAAI Andong Li, Tong Lei, Lingling Dai, Kai Li, Rilin Chen, Meng Yu, Xiaodong Li, Dong Yu, Chengshi Zheng
2026	A*	`conf`	Enhancing Stability and Fidelity for Zero-Shot TTS with a Multi-Level Evaluator. AAAI Hualei Wang, Na Li, Chuke Wang, Shu Wu, Zhifeng Li, Dong Yu
2026	J	`jnl`	Gen-SER: When the generative model meets speech emotion recognition. CoRR Taihui Wang, Jinzheng Zhao, Rilin Chen, Tong Lei, Wenwu Wang, Dong Yu
2026	J	`jnl`	Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning. CoRR Kishan Panaganti, Zhenwen Liang, Wenhao Yu, Haitao Mi, Dong Yu
2026	J	`jnl`	Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification. CoRR Yuxuan Wan, Tianqing Fang, Zaitang Li, Yintong Huo, Wenxuan Wang, Haitao Mi, Dong Yu, Michael R. Lyu
2026	J	`jnl`	Lifelong Learning of Large Language Model Based Agents: A Roadmap. IEEE Trans. Pattern Anal. Mach. Intell. Junhao Zheng, Chengming Shi, Xidi Cai, Qiuke Li, Duzhen Zhang, Chenxing Li, Dong Yu, Qianli Ma
2026	J	`jnl`	Locas: Your Models are Principled Initializers of Locally-Supported Parametric Memories. CoRR Sidi Lu, Zhenwen Liang, Dongyang Ma, Yan Wang, Haitao Mi, Dong Yu
2026	J	`jnl`	Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders. CoRR Boqiang Zhang, Lei Ke, Ruihan Yang, Qi Gao, Tianyuan Qu, Rossell Chen, Dong Yu, Leoweiliang
2026	J	`jnl`	Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning. CoRR Haolin Liu, Dian Yu, Sidi Lu, Yujun Zhou, Rui Liu, Zhenwen Liang, Haitao Mi, Chen-Yu Wei, Dong Yu
2026	J	`jnl`	Scalable Neural Vocoder from Range-Null Space Decomposition. CoRR Andong Li, Tong Lei, Zhihang Sun, Rilin Chen, Xiaodong Li, Dong Yu, Chengshi Zheng
2026	J	`jnl`	SemanticVocoder: Bridging Audio Generation and Audio Understanding via Semantic Latents. CoRR Zeyu Xie, Chenxing Li, Qiao Jin, Xuenan Xu, Guanrou Yang, Wenfu Wang, Mengyue Wu, Dong Yu, Yuexian Zou
2026	J	`jnl`	SpatialEmb: Extract and Encode Spatial Information for 1-Stage Multi-channel Multi-speaker ASR on Arbitrary Microphone Arrays. CoRR Yiwen Shao, Yong Xu, Sanjeev Khudanpur, Dong Yu
2026	A*	`conf`	UniCUE: Unified Recognition and Generation Framework for Chinese Cued Speech Video-to-Speech Generation. AAAI Jinting Wang, Shan Yang, Chenxing Li, Dong Yu, Li Liu
2026	J	`jnl`	VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models. Trans. Mach. Learn. Res. Ce Zhang, Kaixin Ma, Tianqing Fang, Wenhao Yu, Hongming Zhang, Zhisong Zhang, Haitao Mi, Dong Yu
2026	J	`jnl`	Verified Critical Step Optimization for LLM Agents. CoRR Mukai Li, Qingcheng Zeng, Tianqing Fang, Zhenwen Liang, Linfeng Song, Qi Liu, Haitao Mi, Dong Yu
2026	—	`conf`	WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms. EACL (Volume 2: Short Papers) Zhisong Zhang, Tianqing Fang, Kaixin Ma, Wenhao Yu, Hongming Zhang, Haitao Mi, Dong Yu
2025	J	`jnl`	3DFlowAction: Learning Cross-Embodiment Manipulation from 3D Flow World Model. CoRR Hongyan Zhi, Peihao Chen, Siyuan Zhou, Dong Yu, Quanxi Wu, Lei Han, Mingkui Tan
2025	—	`conf`	A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression. ACL (1) Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Xinting Huang, Dong Yu, Zhicheng Dou
2025	—	`conf`	Atomic Calibration of LLMs in Long-Form Generations. IJCNLP-AACL (Findings) Caiqi Zhang, Ruihan Yang, Zhisong Zhang, Xinting Huang, Sen Yang, Dong Yu, Nigel Collier
2025	—	`conf`	Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models. ACL (1) Zhisong Zhang, Yan Wang, Xinting Huang, Tianqing Fang, Hongming Zhang, Chenlong Deng, Shuaiyi Li, Dong Yu
2025	J	`jnl`	Auden-Voice: General-Purpose Voice Encoder for Speech and Language Understanding. CoRR Mingyue Huo, Wei-Cheng Tseng, Yiwen Shao, Hao Zhang, Dong Yu
2025	J	`jnl`	Audio-Thinker: Guiding Audio Language Model When and How to Think via Reinforcement Learning. CoRR Shu Wu, Chenxing Li, Wenfu Wang, Hao Zhang, Hualei Wang, Meng Yu, Dong Yu
2025	J	`jnl`	AudioGenie-Reasoner: A Training-Free Multi-Agent Framework for Coarse-to-Fine Audio Deep Reasoning. CoRR Yan Rong, Chenxing Li, Dong Yu, Li Liu
2025	Misc	`conf`	BANC: Towards Efficient Binaural Audio Neural Codec for Overlapping Speech. ICASSP Anton Ratnarajah, Shi-Xiong Zhang, Dong Yu
2025	A*	`conf`	BridgeVoC: Neural Vocoder with Schrödinger Bridge. IJCAI Tong Lei, Zhiyu Zhang, Rilin Chen, Meng Yu, Jing Lu, Chengshi Zheng, Dong Yu, Andong Li
2025	J	`jnl`	BridgeVoC: Revitalizing Neural Vocoder from a Restoration Perspective. CoRR Andong Li, Tong Lei, Rilin Chen, Kai Li, Meng Yu, Xiaodong Li, Dong Yu, Chengshi Zheng
2025	J	`jnl`	CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models. CoRR Runpeng Dai, Linfeng Song, Haolin Liu, Zhenwen Liang, Dian Yu, Haitao Mi, Zhaopeng Tu, Rui Liu, Tong Zheng, Hongtu Zhu, Dong Yu
2025	J	`jnl`	CLUE: Non-parametric Verification from Experience via Hidden-State Clustering. CoRR Zhenwen Liang, Ruosen Li, Yujun Zhou, Linfeng Song, Dian Yu, Xinya Du, Haitao Mi, Dong Yu
2025	J	`jnl`	Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning. CoRR Zhenwen Liang, Sidi Lu, Wenhao Yu, Kishan Panaganti, Yujun Zhou, Haitao Mi, Dong Yu
2025	J	`jnl`	Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training. CoRR Tianqing Fang, Zhisong Zhang, Xiaoyang Wang, Rui Wang, Can Qin, Yuxuan Wan, Jun-Yu Ma, Ce Zhang, Jiaqi Chen, Xiyun Li, Hongming Zhang, Haitao Mi, Dong Yu
2025	—	`conf`	Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots. NAACL (System Demonstrations) Hongming Zhang, Xiaoman Pan, Hongwei Wang, Kaixin Ma, Wenhao Yu, Dong Yu
2025	C	`conf`	Continual Pre-training for Codec-Based Speech LLMs: Balancing Understanding and Generation. ASRU Jiatong Shi, Chunlei Zhang, Jinchuan Tian, Junrui Ni, Hao Zhang, Shinji Watanabe, Dong Yu
2025	J	`jnl`	Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains. CoRR Yi Su, Dian Yu, Linfeng Song, Juntao Li, Haitao Mi, Zhaopeng Tu, Min Zhang, Dong Yu
2025	A*	`conf`	DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search. ICLR Murong Yue, Wenlin Yao, Haitao Mi, Dian Yu, Ziyu Yao, Dong Yu
2025	A*	`conf`	DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? ICLR Liqiang Jing, Zhehui Huang, Xiaoyang Wang, Wenlin Yao, Wenhao Yu, Kaixin Ma, Hongming Zhang, Xinya Du, Dong Yu
2025	J	`jnl`	Dancing with Critiques: Enhancing LLM Reasoning with Stepwise Natural Language Self-Critique. CoRR Yansi Li, Jiahao Xu, Tian Liang, Xingyu Chen, Zhiwei He, Qiuzhi Liu, Rui Wang, Zhuosheng Zhang, Zhaopeng Tu, Haitao Mi, Dong Yu
2025	—	`conf`	DeFine: Decision-Making with Analogical Reasoning over Factor Profiles. ACL (Findings) Yebowen Hu, Xiaoyang Wang, Wenlin Yao, Yiming Lu, Daoan Zhang, Hassan Foroosh, Dong Yu, Fei Liu
2025	J	`jnl`	DeepCompress: A Dual Reward Strategy for Dynamically Exploring and Compressing Reasoning Chains. CoRR Tian Liang, Wenxiang Jiao, Zhiwei He, Jiahao Xu, Haitao Mi, Dong Yu
2025	J	`jnl`	DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning. CoRR Zhiwei He, Tian Liang, Jiahao Xu, Qiuzhi Liu, Xingyu Chen, Yue Wang, Linfeng Song, Dian Yu, Zhenwen Liang, Wenxuan Wang, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
2025	J	`jnl`	DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning. CoRR Ziyin Zhang, Jiahao Xu, Zhiwei He, Tian Liang, Qiuzhi Liu, Yansi Li, Linfeng Song, Zhengwen Liang, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
2025	J	`jnl`	DegDiT: Controllable Audio Generation with Dynamic Event Graph Guided Diffusion Transformer. CoRR Yisu Liu, Chenxing Li, Wanqian Zhang, Wenfu Wang, Meng Yu, Ruibo Fu, Zheng Lin, Weiping Wang, Dong Yu
2025	J	`jnl`	Disambiguation of Chinese Polyphones in an End-to-End Framework with Semantic Features Extracted by Pre-trained BERT. CoRR Dongyang Dai, Zhiyong Wu, Shiyin Kang, Xixin Wu, Jia Jia, Dan Su, Dong Yu, Helen Meng
2025	—	`conf`	DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes. EMNLP (Findings) Zhaowei Wang, Hongming Zhang, Tianqing Fang, Ye Tian, Yue Yang, Kaixin Ma, Xiaoman Pan, Yangqiu Song, Dong Yu
2025	A*	`conf`	Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models. ICML Xingyu Chen, Jiahao Xu, Tian Liang, Zhiwei He, Jianhui Pang, Dian Yu, Linfeng Song, Qiuzhi Liu, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
2025	—	`conf`	Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls. ACL (1) Ante Wang, Linfeng Song, Ye Tian, Dian Yu, Haitao Mi, Xiangyu Duan, Zhaopeng Tu, Jinsong Su, Dong Yu
2025	J	`jnl`	Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls. CoRR Ante Wang, Linfeng Song, Ye Tian, Dian Yu, Haitao Mi, Xiangyu Duan, Zhaopeng Tu, Jinsong Su, Dong Yu
2025	J	`jnl`	Don't Throw Away Your Pretrained Model. CoRR Shangbin Feng, Wenhao Yu, Yike Wang, Hongming Zhang, Yulia Tsvetkov, Dong Yu
2025	J	`jnl`	EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving. CoRR Mukai Li, Linfeng Song, Zhenwen Liang, Jiahao Xu, Shansan Gong, Qi Liu, Haitao Mi, Dong Yu
2025	A	`conf`	Efficient Multilingual ASR Finetuning via LoRA Language Experts. INTERSPEECH Jiahong Li, Yiwen Shao, Jianheng Zhuo, Chenda Li, Liliang Tang, Dong Yu, Yanmin Qian
2025	J	`jnl`	Efficient Multilingual ASR Finetuning via LoRA Language Experts. CoRR Jiahong Li, Yiwen Shao, Jianheng Zhuo, Chenda Li, Liliang Tang, Dong Yu, Yanmin Qian
2025	C	`conf`	Efficient Scaling for LLM-based ASR. ASRU Bingshen Mu, Yiwen Shao, Kun Wei, Dong Yu, Lei Xie
2025	J	`jnl`	Efficient Scaling for LLM-based ASR. CoRR Bingshen Mu, Yiwen Shao, Kun Wei, Dong Yu, Lei Xie
2025	J	`jnl`	EmoSteer-TTS: Fine-Grained and Training-Free Emotion-Controllable Text-to-Speech via Activation Steering. CoRR Tianxin Xie, Shan Yang, Chenxing Li, Dong Yu, Li Liu
2025	J	`jnl`	Enhancing Web Agents with Explicit Rollback Mechanisms. CoRR Zhisong Zhang, Tianqing Fang, Kaixin Ma, Wenhao Yu, Hongming Zhang, Haitao Mi, Dong Yu
2025	J	`jnl`	Every Question Has Its Own Value: Reinforcement Learning with Explicit Human Values. CoRR Dian Yu, Yulai Zhao, Kishan Panaganti, Linfeng Song, Haitao Mi, Dong Yu
2025	J	`jnl`	Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation. CoRR Yujun Zhou, Zhenwen Liang, Haolin Liu, Wenhao Yu, Kishan Panaganti, Linfeng Song, Dian Yu, Xiangliang Zhang, Haitao Mi, Dong Yu
2025	J	`jnl`	Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents. CoRR Rui Wang, Ce Zhang, Jun-Yu Ma, Jianshu Zhang, Hongru Wang, Yi Chen, Boyang Xue, Tianqing Fang, Zhisong Zhang, Hongming Zhang, Haitao Mi, Dong Yu, Kam-Fai Wong
2025	J	`jnl`	Exploring Stability-Plasticity Trade-offs for Continual Named Entity Recognition. CoRR Duzhen Zhang, Chenxing Li, Jiahua Dong, Qi Liu, Dong Yu
2025	A	`conf`	EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer. INTERSPEECH Jiarui Hai, Yong Xu, Hao Zhang, Chenxing Li, Helin Wang, Mounya Elhilali, Dong Yu
2025	J	`jnl`	Feedback-driven Retrieval-augmented Audio Generation with Large Audio Language Models. CoRR Junqi Zhao, Chenxing Li, Jinzheng Zhao, Rilin Chen, Dong Yu, Mark D. Plumbley, Wenwu Wang
2025	A*	`conf`	From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models. ACM Multimedia Zhaoxi Mu, Rilin Chen, Andong Li, Meng Yu, Xinyu Yang, Dong Yu
2025	J	`jnl`	From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models. CoRR Zhaoxi Mu, Rilin Chen, Andong Li, Meng Yu, Xinyu Yang, Dong Yu
2025	J	`jnl`	Guided Self-Evolving LLMs with Minimal Human Supervision. CoRR Wenhao Yu, Zhenwen Liang, Chengsong Huang, Kishan Panaganti, Tianqing Fang, Haitao Mi, Dong Yu
2025	A	`conf`	Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model. INTERSPEECH Yong Ren, Chenxing Li, Le Xu, Hao Gu, Duzhen Zhang, Yujie Chen, Manjie Xu, Ruibo Fu, Shan Yang, Dong Yu
2025	J	`jnl`	Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model. CoRR Yong Ren, Chenxing Li, Le Xu, Hao Gu, Duzhen Zhang, Yujie Chen, Manjie Xu, Ruibo Fu, Shan Yang, Dong Yu
2025	J	`jnl`	Improving LLM General Preference Alignment via Optimistic Online Mirror Descent. CoRR Yuheng Zhang, Dian Yu, Tao Ge, Linfeng Song, Zhichen Zeng, Haitao Mi, Nan Jiang, Dong Yu
2025	J	`jnl`	InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing. CoRR Shuaiyi Li, Zhisong Zhang, Yang Deng, Chenlong Deng, Tianqing Fang, Hongming Zhang, Haitao Mi, Dong Yu, Wai Lam
2025	J	`jnl`	Information-Theoretic Complementary Prompts for Improved Continual Text Classification. CoRR Duzhen Zhang, Yong Ren, Chenxing Li, Dong Yu, Tielin Zhang
2025	J	`jnl`	Information-theoretic complementary prompts for improved continual text classification. Neural Networks Duzhen Zhang, Yong Ren, Chenxing Li, Dong Yu, Tielin Zhang
2025	A*	`conf`	Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning. ICLR Yuheng Zhang, Dian Yu, Baolin Peng, Linfeng Song, Ye Tian, Mingyue Huo, Nan Jiang, Haitao Mi, Dong Yu
2025	J	`jnl`	LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems. CoRR Hao Zhang, Weiwei Li, Rilin Chen, Vinay Kothapally, Meng Yu, Dong Yu
2025	J	`jnl`	LeVo: High-Quality Song Generation with Multi-Preference Alignment. CoRR Shun Lei, Yaoxun Xu, Zhiwei Lin, Huaicheng Zhang, Wei Tan, Hangting Chen, Jianwei Yu, Yixuan Zhang, Chenyu Yang, Haina Zhu, Shuai Wang, Zhiyong Wu, Dong Yu
2025	J	`jnl`	Leopard: A Vision Language Model for Text-Rich Multi- Image Tasks. Trans. Mach. Learn. Res. Mengzhao Jia, Wenhao Yu, Kaixin Ma, Tianqing Fang, Zhihan Zhang, Siru Ouyang, Hongming Zhang, Dong Yu, Meng Jiang
2025	J	`jnl`	Lifelong Learning of Large Language Model based Agents: A Roadmap. CoRR Junhao Zheng, Chengming Shi, Xidi Cai, Qiuke Li, Duzhen Zhang, Chenxing Li, Dong Yu, Qianli Ma
2025	A*	`conf`	LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning. AAAI Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu
2025	—	`conf`	LoGU: Long-form Generation with Uncertainty Expressions. ACL (1) Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Sen Yang, Nigel Collier, Dong Yu, Deqing Yang
2025	A*	`conf`	LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory. ICLR Di Wu, Hongwei Wang, Wenhao Yu, Yuwei Zhang, Kai-Wei Chang, Dong Yu
2025	—	`conf`	Low-Bit Quantization Favors Undertrained LLMs. ACL (1) Xu Ouyang, Tao Ge, Thomas Hartvigsen, Zhisong Zhang, Haitao Mi, Dong Yu
2025	A	`conf`	Mitigating Audiovisual Mismatch in Visual-Guide Audio Captioning. INTERSPEECH Le Xu, Chenxing Li, Yong Ren, Yujie Chen, Yu Gu, Ruibo Fu, Shan Yang, Dong Yu
2025	J	`jnl`	Mitigating Audiovisual Mismatch in Visual-Guide Audio Captioning. CoRR Le Xu, Chenxing Li, Yong Ren, Yujie Chen, Yu Gu, Ruibo Fu, Shan Yang, Dong Yu
2025	J	`jnl`	MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment. CoRR Yucheng Shi, Wenhao Yu, Zaitang Li, Yonglin Wang, Hongming Zhang, Ninghao Liu, Haitao Mi, Dong Yu
2025	J	`jnl`	MotionEdit: Benchmarking and Learning Motion-Centric Image Editing. CoRR Yixin Wan, Lei Ke, Wenhao Yu, Kai-Wei Chang, Dong Yu
2025	Misc	`conf`	Neural Ambisonic Encoding For Multi-Speaker Scenarios Using A Circular Microphone Array. ICASSP Yue Qiao, Vinay Kothapally, Meng Yu, Dong Yu
2025	J	`jnl`	One Token to Fool LLM-as-a-Judge. CoRR Yulai Zhao, Haolin Liu, Dian Yu, S. Y. Kung, Haitao Mi, Dong Yu
2025	J	`jnl`	OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas. CoRR Xiaoyang Wang, Hongming Zhang, Tao Ge, Wenhao Yu, Dian Yu, Dong Yu
2025	—	`conf`	OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization. ACL (1) Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Hongming Zhang, Tianqing Fang, Zhenzhong Lan, Dong Yu
2025	J	`jnl`	Parallel-R1: Towards Parallel Thinking via Reinforcement Learning. CoRR Tong Zheng, Hongming Zhang, Wenhao Yu, Xiaoyang Wang, Runpeng Dai, Rui Liu, Huiwen Bao, Chengsong Huang, Heng Huang, Dong Yu
2025	J	`jnl`	PhyAVBench: A Challenging Audio Physics-Sensitivity Benchmark for Physically Grounded Text-to-Audio-Video Generation. CoRR Tianxin Xie, Wentao Lei, Guanjie Huang, Pengfei Zhang, Kai Jiang, Chunhui Zhang, Fengji Ma, Haoyu He, Han Zhang, Jiangshan He, Jinting Wang, Linghan Fang, Lufei Gao, Orkesh Ablet, Peihua Zhang, Ruolin Hu, Shengyu Li, Weilin Lin, Xiaoyang Feng, Xinyue Yang, Yan Rong, Yanyun Wang, Zihang Shao, Zelin Zhao, Chenxing Li, Shan Yang, Wenfu Wang, Meng Yu, Dong Yu, Li Liu
2025	Misc	`conf`	Preference Alignment Improves Language Model-Based TTS. ICASSP Jinchuan Tian, Chunlei Zhang, Jiatong Shi, Hao Zhang, Jianwei Yu, Shinji Watanabe, Dong Yu
2025	J	`jnl`	R-Zero: Self-Evolving Reasoning LLM from Zero Data. CoRR Chengsong Huang, Wenhao Yu, Xiaoyang Wang, Hongming Zhang, Zongxia Li, Ruosen Li, Jiaxin Huang, Haitao Mi, Dong Yu
2025	A*	`conf`	Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation. EMNLP Jun-Yu Ma, Tianqing Fang, Zhisong Zhang, Hongming Zhang, Haitao Mi, Dong Yu
2025	J	`jnl`	Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation. CoRR Junyu Ma, Tianqing Fang, Zhisong Zhang, Hongming Zhang, Haitao Mi, Dong Yu
2025	A*	`conf`	RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph. ICLR Siru Ouyang, Wenhao Yu, Kaixin Ma, Zilin Xiao, Zhihan Zhang, Mengzhao Jia, Jiawei Han, Hongming Zhang, Dong Yu
2025	A*	`conf`	Retrieval-augmented GUI Agents with Generative Guidelines. EMNLP Ran Xu, Kaixin Ma, Wenhao Yu, Hongming Zhang, Joyce C. Ho, Carl Yang, Dong Yu
2025	J	`jnl`	Retrieval-augmented GUI Agents with Generative Guidelines. CoRR Ran Xu, Kaixin Ma, Wenhao Yu, Hongming Zhang, Joyce C. Ho, Carl Yang, Dong Yu
2025	A*	`conf`	Router-Tuning: A Simple and Effective Approach for Dynamic Depth. EMNLP Shwai He, Tao Ge, Guoheng Sun, Bowei Tian, Xiaoyang Wang, Dong Yu
2025	Misc	`conf`	SSR-Speech: Towards Stable, Safe and Robust Zero-shot Text-based Speech Editing and Synthesis. ICASSP Helin Wang, Meng Yu, Jiarui Hai, Chen Chen, Yuchen Hu, Rilin Chen, Najim Dehak, Dong Yu
2025	Misc	`conf`	STA-V2A: Video-to-Audio Generation with Semantic and Temporal Alignment. ICASSP Yong Ren, Chenxing Li, Manjie Xu, Wei Liang, Yu Gu, Rilin Chen, Dong Yu
2025	A	`conf`	Scaling beyond Denoising: Submitted System and Findings in URGENT Challenge 2025. INTERSPEECH Zhihang Sun, Andong Li, Tong Lei, Rilin Chen, Meng Yu, Chengshi Zheng, Yi Zhou, Dong Yu
2025	J	`jnl`	Self-Rewarding Vision-Language Model via Reasoning Decomposition. CoRR Zongxia Li, Wenhao Yu, Chengsong Huang, Rui Liu, Zhenwen Liang, Fuxiao Liu, Jingxi Che, Dian Yu, Jordan L. Boyd-Graber, Haitao Mi, Dong Yu
2025	J	`jnl`	SongPrep: A Preprocessing Framework and End-to-end Model for Full-song Structure Parsing and Lyrics Transcription. CoRR Wei Tan, Shun Lei, Huaicheng Zhang, Guangzheng Li, Yixuan Zhang, Hangting Chen, Jianwei Yu, Rongzhi Gu, Dong Yu
2025	J	`jnl`	Stable and Efficient Single-Rollout RL for Multimodal Reasoning. CoRR Rui Liu, Dian Yu, Lei Ke, Haolin Liu, Yujun Zhou, Zhenwen Liang, Haitao Mi, Pratap Tokekar, Dong Yu
2025	J	`jnl`	Streaming Looking Ahead with Token-level Self-reward. CoRR Hongming Zhang, Ruixin Hong, Dong Yu
2025	J	`jnl`	Target matching based generative model for speech enhancement. CoRR Taihui Wang, Rilin Chen, Tong Lei, Andong Li, Jinzheng Zhao, Meng Yu, Dong Yu
2025	J	`jnl`	The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models. CoRR Ke Ji, Jiahao Xu, Tian Liang, Qiuzhi Liu, Zhiwei He, Xingyu Chen, Xiaoyuan Liu, Zhijie Wang, Junying Chen, Benyou Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
2025	J	`jnl`	Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs. CoRR Yue Wang, Qiuzhi Liu, Jiahao Xu, Tian Liang, Xingyu Chen, Zhiwei He, Linfeng Song, Dian Yu, Juntao Li, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
2025	A	`conf`	Towards Diverse and Efficient Audio Captioning via Diffusion Models. INTERSPEECH Manjie Xu, Chenxing Li, Yong Ren, Xinyi Tu, Ruibo Fu, Wei Liang, Dong Yu
2025	J	`jnl`	Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation. CoRR Huaicheng Zhang, Wei Tan, Guangzheng Li, Yixuan Zhang, Hangting Chen, Shun Lei, Chenyu Yang, Zhiyong Wu, Shuai Wang, Qijun Huang, Dong Yu
2025	J	`jnl`	Towards Solving More Challenging IMO Problems via Decoupled Reasoning and Proving. CoRR Zhenwen Liang, Linfeng Song, Yang Li, Tao Yang, Feng Zhang, Haitao Mi, Dong Yu
2025	J	`jnl`	Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards. CoRR Xiaoyuan Liu, Tian Liang, Zhiwei He, Jiahao Xu, Wenxuan Wang, Pinjia He, Zhaopeng Tu, Haitao Mi, Dong Yu
2025	J	`jnl`	Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training. CoRR Mengru Wang, Xingyu Chen, Yue Wang, Zhiwei He, Jiahao Xu, Tian Liang, Qiuzhi Liu, Yunzhi Yao, Wenxuan Wang, Ruotian Ma, Haitao Mi, Ningyu Zhang, Zhaopeng Tu, Xiaolong Li, Dong Yu
2025	J	`jnl`	U-Codec: Ultra Low Frame-rate Neural Speech Codec for Fast High-fidelity Speech Generation. CoRR Xusheng Yang, Long Zhou, Wenfu Wang, Kai Hu, Shulin Feng, Chenxing Li, Meng Yu, Dong Yu, Yuexian Zou
2025	A*	`conf`	UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation. EMNLP Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Dong Yu, Nigel Collier, Deqing Yang
2025	J	`jnl`	UNCLE: Uncertainty Expressions in Long-Form Generation. CoRR Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Dong Yu, Nigel Collier, Deqing Yang
2025	J	`jnl`	UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression. CoRR Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Tianqing Fang, Hongming Zhang, Haitao Mi, Dong Yu, Zhicheng Dou
2025	J	`jnl`	VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents. CoRR Jiliang Hu, Wenfu Wang, Zuchao Li, Chenxing Li, Yiyang Zhao, Hanzhao Li, Liqiang Zhang, Meng Yu, Dong Yu
2025	J	`jnl`	VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning. CoRR Rui Liu, Dian Yu, Tong Zheng, Runpeng Dai, Zongxia Li, Wenhao Yu, Zhenwen Liang, Linfeng Song, Haitao Mi, Pratap Tokekar, Dong Yu
2025	J	`jnl`	VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models. CoRR Ce Zhang, Kaixin Ma, Tianqing Fang, Wenhao Yu, Hongming Zhang, Zhisong Zhang, Yaqi Xie, Katia P. Sycara, Haitao Mi, Dong Yu
2025	A	`conf`	Video-to-Audio Generation with Fine-grained Temporal Semantics. INTERSPEECH Yuchen Hu, Yu Gu, Chenxing Li, Rilin Chen, Dong Yu
2025	A	`conf`	VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining. INTERSPEECH Jianheng Zhuo, Yifan Yang, Yiwen Shao, Yong Xu, Dong Yu, Kai Yu, Xie Chen
2025	J	`jnl`	VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining. CoRR Jianheng Zhuo, Yifan Yang, Yiwen Shao, Yong Xu, Dong Yu, Kai Yu, Xie Chen
2025	A	`conf`	WAKE: Watermarking Audio with Key Enrichment. INTERSPEECH Yaoxun Xu, Jianwei Yu, Hangting Chen, Zhiyong Wu, Xixin Wu, Dong Yu, Rongzhi Gu, Yi Luo
2025	J	`jnl`	WAKE: Watermarking Audio with Key Enrichment. CoRR Yaoxun Xu, Jianwei Yu, Hangting Chen, Zhiyong Wu, Xixin Wu, Dong Yu, Rongzhi Gu, Yi Luo
2025	—	`conf`	WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback. EMNLP (Findings) Minda Hu, Tianqing Fang, Jianshu Zhang, Jun-Yu Ma, Zhisong Zhang, Jingyan Zhou, Hongming Zhang, Haitao Mi, Dong Yu, Irwin King
2025	J	`jnl`	WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback. CoRR Minda Hu, Tianqing Fang, Jianshu Zhang, Junyu Ma, Zhisong Zhang, Jingyan Zhou, Hongming Zhang, Haitao Mi, Dong Yu, Irwin King
2025	A*	`conf`	WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model. EMNLP Tianqing Fang, Hongming Zhang, Zhisong Zhang, Kaixin Ma, Wenhao Yu, Haitao Mi, Dong Yu
2025	J	`jnl`	WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model. CoRR Tianqing Fang, Hongming Zhang, Zhisong Zhang, Kaixin Ma, Wenhao Yu, Haitao Mi, Dong Yu
2025	J	`jnl`	When Audio Generators Become Good Listeners: Generative Features for Understanding Tasks. CoRR Zeyu Xie, Chenxing Li, Xuenan Xu, Mengyue Wu, Wenfu Wang, Ruibo Fu, Meng Yu, Dong Yu, Yuexian Zou
2024	—	`conf`	A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning. NAACL-HLT Ruixin Hong, Hongming Zhang, Xinyu Pang, Dong Yu, Changshui Zhang
2024	—	`conf`	A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation. LREC/COLING Xiangci Li, Linfeng Song, Lifeng Jin, Haitao Mi, Jessica Ouyang, Dong Yu
2024	J	`jnl`	A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation. CoRR Xiangci Li, Linfeng Song, Lifeng Jin, Haitao Mi, Jessica Ouyang, Dong Yu
2024	J	`jnl`	A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression. CoRR Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Xinting Huang, Dong Yu, Zhicheng Dou
2024	—	`conf`	Abstraction-of-Thought Makes Language Models Better Reasoners. EMNLP (Findings) Ruixin Hong, Hongming Zhang, Xiaoman Pan, Dong Yu, Changshui Zhang
2024	J	`jnl`	Abstraction-of-Thought Makes Language Models Better Reasoners. CoRR Ruixin Hong, Hongming Zhang, Xiaoman Pan, Dong Yu, Changshui Zhang
2024	—	`conf`	Advancing Multi-Talker ASR Performance With Large Language Models. SLT Mohan Shi, Zengrui Jin, Yaoxun Xu, Yong Xu, Shi-Xiong Zhang, Kun Wei, Yiwen Shao, Chunlei Zhang, Dong Yu
2024	J	`jnl`	Advancing Multi-talker ASR Performance with Large Language Models. CoRR Mohan Shi, Zengrui Jin, Yaoxun Xu, Yong Xu, Shi-Xiong Zhang, Kun Wei, Yiwen Shao, Chunlei Zhang, Dong Yu
2024	J	`jnl`	Atomic Calibration of LLMs in Long-Form Generations. CoRR Caiqi Zhang, Ruihan Yang, Zhisong Zhang, Xinting Huang, Sen Yang, Dong Yu, Nigel Collier
2024	J	`jnl`	Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models. CoRR Zhisong Zhang, Yan Wang, Xinting Huang, Tianqing Fang, Hongming Zhang, Chenlong Deng, Shuaiyi Li, Dong Yu
2024	—	`conf`	CLOMO: Counterfactual Logical Modification with Large Language Models. ACL (1) Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song
2024	J	`jnl`	Can Large Language Models do Analytical Reasoning? CoRR Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Hassan Foroosh, Dong Yu, Fei Liu
2024	A*	`conf`	Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models. EMNLP Wenhao Yu, Hongming Zhang, Xiaoman Pan, Peixin Cao, Kaixin Ma, Jian Li, Hongwei Wang, Dong Yu
2024	J	`jnl`	Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots. CoRR Hongming Zhang, Xiaoman Pan, Hongwei Wang, Kaixin Ma, Wenhao Yu, Dong Yu
2024	J	`jnl`	Collaborative decoding of critical tokens for boosting factuality of large language models. CoRR Lifeng Jin, Baolin Peng, Linfeng Song, Haitao Mi, Ye Tian, Dong Yu
2024	A	`conf`	Comparing Discrete and Continuous Space LLMs for Speech Recognition. INTERSPEECH Yaoxun Xu, Shi-Xiong Zhang, Jianwei Yu, Zhiyong Wu, Dong Yu
2024	J	`jnl`	Comparing Discrete and Continuous Space LLMs for Speech Recognition. CoRR Yaoxun Xu, Shi-Xiong Zhang, Jianwei Yu, Zhiyong Wu, Dong Yu
2024	J	`jnl`	Conceptual and Unbiased Reasoning in Language Models. CoRR Ben Zhou, Hongming Zhang, Sihao Chen, Dian Yu, Hongwei Wang, Baolin Peng, Dan Roth, Dong Yu
2024	J	`jnl`	DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems. CoRR Anni Zou, Wenhao Yu, Hongming Zhang, Kaixin Ma, Deng Cai, Zhuosheng Zhang, Hai Zhao, Dong Yu
2024	J	`jnl`	DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search. CoRR Murong Yue, Wenlin Yao, Haitao Mi, Dian Yu, Ziyu Yao, Dong Yu
2024	J	`jnl`	DSBench: How Far Are Data Science Agents to Becoming Data Science Experts? CoRR Liqiang Jing, Zhehui Huang, Xiaoyang Wang, Wenlin Yao, Wenhao Yu, Kaixin Ma, Hongming Zhang, Xinya Du, Dong Yu
2024	J	`jnl`	DeFine: Enhancing LLM Decision-Making with Factor Profiles and Analogical Reasoning. CoRR Yebowen Hu, Xiaoyang Wang, Wenlin Yao, Yiming Lu, Daoan Zhang, Hassan Foroosh, Dong Yu, Fei Liu
2024	A*	`conf`	Dense X Retrieval: What Retrieval Granularity Should We Use? EMNLP Tong Chen, Hongwei Wang, Sihao Chen, Wenhao Yu, Kaixin Ma, Xinran Zhao, Hongming Zhang, Dong Yu
2024	J	`jnl`	DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects. CoRR Zhaowei Wang, Hongming Zhang, Tianqing Fang, Ye Tian, Yue Yang, Kaixin Ma, Xiaoman Pan, Yangqiu Song, Dong Yu
2024	J	`jnl`	Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs. CoRR Xingyu Chen, Jiahao Xu, Tian Liang, Zhiwei He, Jianhui Pang, Dian Yu, Linfeng Song, Qiuzhi Liu, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu
2024	J	`jnl`	Enhanced Acoustic Howling Suppression via Hybrid Kalman Filter and Deep Learning Models. IEEE ACM Trans. Audio Speech Lang. Process. Hao Zhang, Yixuan Zhang, Meng Yu, Dong Yu
2024	J	`jnl`	Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models. CoRR Souvik Das, Lifeng Jin, Linfeng Song, Haitao Mi, Baolin Peng, Dong Yu
2024	—	`conf`	Event Semantic Classification in Context. EACL (Findings) Haoyu Wang, Hongming Zhang, Kaiqiang Song, Dong Yu, Dan Roth
2024	J	`jnl`	EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer. CoRR Jiarui Hai, Yong Xu, Hao Zhang, Chenxing Li, Helin Wang, Mounya Elhilali, Dong Yu
2024	—	`conf`	Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models. ACL (Findings) Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen
2024	J	`jnl`	Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models. CoRR Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen
2024	J	`jnl`	Federated Incremental Named Entity Recognition. CoRR Duzhen Zhang, Yahan Yu, Chenxing Li, Jiahua Dong, Dong Yu
2024	J	`jnl`	Fine-Grained Self-Endorsement Improves Factuality and Reasoning. CoRR Ante Wang, Linfeng Song, Baolin Peng, Ye Tian, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu
2024	—	`conf`	From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning. NAACL-HLT Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu
2024	—	`conf`	Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer. ACL (1) Yongxin Zhu, Dan Su, Liqiang He, Linli Xu, Dong Yu
2024	J	`jnl`	Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer. CoRR Yongxin Zhu, Dan Su, Liqiang He, Linli Xu, Dong Yu
2024	J	`jnl`	HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows. CoRR Wenlin Yao, Haitao Mi, Dong Yu
2024	—	`conf`	Improving LLM Generations via Fine-Grained Self-Endorsement. ACL (Findings) Ante Wang, Linfeng Song, Baolin Peng, Lifeng Jin, Ye Tian, Haitao Mi, Jinsong Su, Dong Yu
2024	—	`conf`	InFoBench: Evaluating Instruction Following Ability in Large Language Models. ACL (Findings) Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao, Sangwoo Cho, Xiaoyang Wang, Xuansheng Wu, Fei Liu, Pengfei Liu, Dong Yu
2024	J	`jnl`	InFoBench: Evaluating Instruction Following Ability in Large Language Models. CoRR Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao, Sangwoo Cho, Xiaoyang Wang, Xuansheng Wu, Fei Liu, Pengfei Liu, Dong Yu
2024	—	`conf`	Inconsistent dialogue responses and how to recover from them. EACL (Findings) Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu
2024	J	`jnl`	Inconsistent dialogue responses and how to recover from them. CoRR Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu
2024	J	`jnl`	Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning. CoRR Yuheng Zhang, Dian Yu, Baolin Peng, Linfeng Song, Ye Tian, Mingyue Huo, Nan Jiang, Haitao Mi, Dong Yu
2024	A*	`conf`	Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning. EMNLP Zhihan Zhang, Tao Ge, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang
2024	J	`jnl`	Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning. CoRR Zhihan Zhang, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang
2024	J	`jnl`	Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks. CoRR Mengzhao Jia, Wenhao Yu, Kaixin Ma, Tianqing Fang, Zhihan Zhang, Siru Ouyang, Hongming Zhang, Meng Jiang, Dong Yu
2024	J	`jnl`	LiteSearch: Efficacious Tree Search for LLM. CoRR Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu
2024	J	`jnl`	LoGU: Long-form Generation with Uncertainty Expressions. CoRR Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Sen Yang, Nigel Collier, Dong Yu, Deqing Yang
2024	J	`jnl`	LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory. CoRR Di Wu, Hongwei Wang, Wenhao Yu, Yuwei Zhang, Kai-Wei Chang, Dong Yu
2024	J	`jnl`	Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens. CoRR Xu Ouyang, Tao Ge, Thomas Hartvigsen, Zhisong Zhang, Haitao Mi, Dong Yu
2024	—	`conf`	MM-LLMs: Recent Advances in MultiModal Large Language Models. ACL (Findings) Duzhen Zhang, Yahan Yu, Jiahua Dong, Chenxing Li, Dan Su, Chenhui Chu, Dong Yu
2024	J	`jnl`	MM-LLMs: Recent Advances in MultiModal Large Language Models. CoRR Duzhen Zhang, Yahan Yu, Chenxing Li, Jiahua Dong, Dan Su, Chenhui Chu, Dong Yu
2024	—	`conf`	MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning. NAACL-HLT Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, Jianshu Chen, Kaiqiang Song, Sangwoo Cho, Yaser Yacoob, Dong Yu
2024	—	`conf`	Make-A-Voice: Revisiting Voice Large Language Models as Scalable Multilingual and Multitask Learners. ACL (1) Rongjie Huang, Chunlei Zhang, Yongqi Wang, Dongchao Yang, Jinchuan Tian, Zhenhui Ye, Luping Liu, Zehan Wang, Ziyue Jiang, Xuankai Chang, Jiatong Shi, Chao Weng, Zhou Zhao, Dong Yu
2024	J	`jnl`	MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions. CoRR Zhenwen Liang, Dian Yu, Wenhao Yu, Wenlin Yao, Zhihan Zhang, Xiangliang Zhang, Dong Yu
2024	—	`conf`	MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning. LREC/COLING Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu
2024	A	`conf`	Multi-Channel Multi-Speaker ASR Using Target Speaker's Solo Segment. INTERSPEECH Yiwen Shao, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu, Daniel Povey, Sanjeev Khudanpur
2024	J	`jnl`	OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization. CoRR Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Hongming Zhang, Tianqing Fang, Zhenzhong Lan, Dong Yu
2024	J	`jnl`	ParallelSpec: Parallel Drafter for Efficient Speculative Decoding. CoRR Zilin Xiao, Hongming Zhang, Tao Ge, Siru Ouyang, Vicente Ordonez, Dong Yu
2024	—	`conf`	Polarity Calibration for Opinion Summarization. NAACL-HLT Yuanyuan Lei, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Ruihong Huang, Dong Yu
2024	J	`jnl`	Polarity Calibration for Opinion Summarization. CoRR Yuanyuan Lei, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Ruihong Huang, Dong Yu
2024	J	`jnl`	Preference Alignment Improves Language Model-Based TTS. CoRR Jinchuan Tian, Chunlei Zhang, Jiatong Shi, Hao Zhang, Jianwei Yu, Shinji Watanabe, Dong Yu
2024	A*	`conf`	Prompt-guided Precise Audio Editing with Diffusion Models. ICML Manjie Xu, Chenxing Li, Duzhen Zhang, Dan Su, Wei Liang, Dong Yu
2024	J	`jnl`	Prompt-guided Precise Audio Editing with Diffusion Models. CoRR Manjie Xu, Chenxing Li, Duzhen Zhang, Dan Su, Wei Liang, Dong Yu
2024	A	`conf`	RIR-SF: Room Impulse Response Based Spatial Feature for Target Speech Recognition in Multi-Channel Multi-Speaker Scenarios. INTERSPEECH Yiwen Shao, Shi-Xiong Zhang, Dong Yu
2024	J	`jnl`	RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph. CoRR Siru Ouyang, Wenhao Yu, Kaixin Ma, Zilin Xiao, Zhihan Zhang, Mengzhao Jia, Jiawei Han, Hongming Zhang, Dong Yu
2024	A*	`conf`	Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment. ICML Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen
2024	J	`jnl`	Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment. CoRR Rui Yang, Xiaoman Pan, Feng Luo, Shuang Qiu, Han Zhong, Dong Yu, Jianshu Chen
2024	J	`jnl`	Router-Tuning: A Simple and Effective Approach for Enabling Dynamic-Depth in Transformers. CoRR Shwai He, Tao Ge, Guoheng Sun, Bowei Tian, Xiaoyang Wang, Ang Li, Dong Yu
2024	J	`jnl`	SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models. CoRR Dian Yu, Baolin Peng, Ye Tian, Linfeng Song, Haitao Mi, Dong Yu
2024	—	`conf`	SMRU: Split-And-Merge Recurrent-Based UNet For Acoustic Echo Cancellation And Noise Suppression. SLT Zhihang Sun, Andong Li, Rilin Chen, Hao Zhang, Meng Yu, Yi Zhou, Dong Yu
2024	J	`jnl`	SMRU: Split-and-Merge Recurrent-based UNet for Acoustic Echo Cancellation and Noise Suppression. CoRR Zhihang Sun, Andong Li, Rilin Chen, Hao Zhang, Meng Yu, Yi Zhou, Dong Yu
2024	Misc	`conf`	SPATIALCODEC: Neural Spatial Speech Coding. ICASSP Zhongweiyang Xu, Yong Xu, Vinay Kothapally, Heming Wang, Muqiao Yang, Dong Yu
2024	J	`jnl`	SPECTRUM: Speaker-Enhanced Pre-Training for Long Dialogue Summarization. CoRR Sangwoo Cho, Kaiqiang Song, Chao Zhao, Xiaoyang Wang, Dong Yu
2024	—	`conf`	SRC-gAudio: Sampling-Rate-Controlled Audio Generation. APSIPA Chenxing Li, Manjie Xu, Dong Yu
2024	J	`jnl`	SRC-gAudio: Sampling-Rate-Controlled Audio Generation. CoRR Chenxing Li, Manjie Xu, Dong Yu
2024	J	`jnl`	SSR-Speech: Towards Stable, Safe and Robust Zero-shot Text-based Speech Editing and Synthesis. CoRR Helin Wang, Meng Yu, Jiarui Hai, Chen Chen, Yuchen Hu, Rilin Chen, Najim Dehak, Dong Yu
2024	J	`jnl`	STA-V2A: Video-to-Audio Generation with Semantic and Temporal Alignment. CoRR Yong Ren, Chenxing Li, Manjie Xu, Wei Liang, Yu Gu, Rilin Chen, Dong Yu
2024	J	`jnl`	Scaling Synthetic Data Creation with 1,000,000,000 Personas. CoRR Xin Chan, Xiaoyang Wang, Dian Yu, Haitao Mi, Dong Yu
2024	J	`jnl`	SePPO: Semi-Policy Preference Optimization for Diffusion Alignment. CoRR Daoan Zhang, Guangchen Lan, Dong-Jun Han, Wenlin Yao, Xiaoman Pan, Hongming Zhang, Mingxiao Li, Pengcheng Chen, Dong Yu, Christopher Brinton, Jiebo Luo
2024	J	`jnl`	Self-Consistency Boosts Calibration for Math Reasoning. CoRR Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu
2024	—	`conf`	Skills-in-Context: Unlocking Compositionality in Large Language Models. EMNLP (Findings) Jiaao Chen, Xiaoman Pan, Dian Yu, Kaiqiang Song, Xiaoyang Wang, Dong Yu, Jianshu Chen
2024	—	`conf`	Spatialemb: Extract and Encode Spatial Information for 1-Stage Multi-Channel Multi-Speaker ASR on Arbitrary Microphone Arrays. SLT Yiwen Shao, Yong Xu, Sanjeev Khudanpur, Dong Yu
2024	—	`conf`	SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs. ACL (1) Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Hassan Foroosh, Dong Yu, Fei Liu
2024	J	`jnl`	SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs. CoRR Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Hassan Foroosh, Dong Yu, Fei Liu
2024	—	`conf`	Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations. NAACL-HLT Sihao Chen, Hongming Zhang, Tong Chen, Ben Zhou, Wenhao Yu, Dian Yu, Baolin Peng, Hongwei Wang, Dan Roth, Dong Yu
2024	J	`jnl`	Teaching LLMs to Refine with Tools. CoRR Dian Yu, Yuheng Zhang, Jiahao Xu, Tian Liang, Linfeng Song, Zhaopeng Tu, Haitao Mi, Dong Yu
2024	A*	`conf`	The Trickle-down Impact of Reward Inconsistency on RLHF. ICLR Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu
2024	A*	`conf`	Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing. NeurIPS Ye Tian, Baolin Peng, Linfeng Song, Lifeng Jin, Dian Yu, Lei Han, Haitao Mi, Dong Yu
2024	J	`jnl`	Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing. CoRR Ye Tian, Baolin Peng, Linfeng Song, Lifeng Jin, Dian Yu, Haitao Mi, Dong Yu
2024	J	`jnl`	Towards Diverse and Efficient Audio Captioning via Diffusion Models. CoRR Manjie Xu, Chenxing Li, Xinyi Tu, Yong Ren, Ruibo Fu, Wei Liang, Dong Yu
2024	J	`jnl`	Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning. CoRR Xiyao Wang, Linfeng Song, Ye Tian, Dian Yu, Baolin Peng, Haitao Mi, Furong Huang, Dong Yu
2024	Misc	`conf`	UniX-Encoder: A Universal X-Channel Speech Encoder for AD-HOC Microphone Array Speech Processing. ICASSP Zili Huang, Yiwen Shao, Shi-Xiong Zhang, Dong Yu
2024	J	`jnl`	Video-to-Audio Generation with Fine-grained Temporal Semantics. CoRR Yuchen Hu, Yu Gu, Chenxing Li, Rilin Chen, Dong Yu
2024	J	`jnl`	Video-to-Audio Generation with Hidden Alignment. CoRR Manjie Xu, Chenxing Li, Yong Ren, Rilin Chen, Yu Gu, Wei Liang, Dong Yu
2024	—	`conf`	WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models. ACL (1) Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Yong Dai, Hongming Zhang, Zhenzhong Lan, Dong Yu
2024	J	`jnl`	WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models. CoRR Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Yong Dai, Hongming Zhang, Zhenzhong Lan, Dong Yu
2024	A*	`conf`	When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives. EMNLP Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Wenlin Yao, Hassan Foroosh, Dong Yu, Fei Liu
2024	J	`jnl`	When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives. CoRR Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Wenlin Yao, Hassan Foroosh, Dong Yu, Fei Liu
2024	Misc	`conf`	uSee: Unified Speech Enhancement And Editing with Conditional Diffusion Models. ICASSP Muqiao Yang, Chunlei Zhang, Yong Xu, Zhongweiyang Xu, Heming Wang, Bhiksha Raj, Dong Yu
2023	J	`jnl`	3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty. CoRR Rongzhi Gu, Shi-Xiong Zhang, Dong Yu
2023	J	`jnl`	A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning. CoRR Ruixin Hong, Hongming Zhang, Xinyu Pang, Dong Yu, Changshui Zhang
2023	J	`jnl`	A High Fidelity and Low Complexity Neural Audio Coding. CoRR WenZhe Liu, Wei Xiao, Meng Wang, Shan Yang, Yupeng Shi, Yuyong Kang, Dan Su, Shidong Shang, Dong Yu
2023	J	`jnl`	A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation. CoRR Neeraj Varshney, Wenlin Yao, Hongming Zhang, Jianshu Chen, Dong Yu
2023	A*	`conf`	Bayes Risk CTC: Controllable CTC Alignment in Sequence-to-Sequence Tasks. ICLR Jinchuan Tian, Brian Yan, Jianwei Yu, Chao Weng, Dong Yu, Shinji Watanabe
2023	A	`conf`	Bayes Risk Transducer: Transducer with Controllable Alignment Prediction. INTERSPEECH Jinchuan Tian, Jianwei Yu, Hangting Chen, Brian Yan, Chao Weng, Dong Yu, Shinji Watanabe
2023	J	`jnl`	Bayes Risk Transducer: Transducer with Controllable Alignment Prediction. CoRR Jinchuan Tian, Jianwei Yu, Hangting Chen, Brian Yan, Chao Weng, Dong Yu, Shinji Watanabe
2023	—	`conf`	Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training. ACL (Findings) Sai Ashish Somayajula, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu
2023	A*	`conf`	Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. EMNLP James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu
2023	J	`jnl`	Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. CoRR James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu
2023	J	`jnl`	CLOMO: Counterfactual Logical Modification with Large Language Models. CoRR Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song
2023	J	`jnl`	Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models. CoRR Wenhao Yu, Hongming Zhang, Xiaoman Pan, Kaixin Ma, Hongwei Wang, Dong Yu
2023	A	`conf`	Compressed MoE ASR Model Based on Knowledge Distillation and Quantization. INTERSPEECH Yuping Yuan, Zhao You, Shulin Feng, Dan Su, Yanchun Liang, Xiaohu Shi, Dong Yu
2023	J	`jnl`	D$^{2}$PSG: Multi-Party Dialogue Discourse Parsing as Sequence Generation. IEEE ACM Trans. Audio Speech Lang. Process. Ante Wang, Linfeng Song, Lifeng Jin, Junfeng Yao, Haitao Mi, Chen Lin, Jinsong Su, Dong Yu
2023	Misc	`conf`	Deep Neural Mel-Subband Beamformer for in-Car Speech Separation. ICASSP Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu
2023	J	`jnl`	Dense X Retrieval: What Retrieval Granularity Should We Use? CoRR Tong Chen, Hongwei Wang, Sihao Chen, Wenhao Yu, Kaixin Ma, Xinran Zhao, Hongming Zhang, Dong Yu
2023	J	`jnl`	Diffsound: Discrete Diffusion Model for Text-to-Sound Generation. IEEE ACM Trans. Audio Speech Lang. Process. Dongchao Yang, Jianwei Yu, Helin Wang, Wen Wang, Chao Weng, Yuexian Zou, Dong Yu
2023	J	`jnl`	Discover, Explain, Improve: An Automatic Slice Detection Benchmark for Natural Language Processing. Trans. Assoc. Comput. Linguistics Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu
2023	—	`conf`	Faithful Question Answering with Monte-Carlo Planning. ACL (1) Ruixin Hong, Hongming Zhang, Hong Zhao, Dong Yu, Changshui Zhang
2023	J	`jnl`	Faithful Question Answering with Monte-Carlo Planning. CoRR Ruixin Hong, Hongming Zhang, Hong Zhao, Dong Yu, Changshui Zhang
2023	A	`conf`	Friend-training: Learning from Models of Different but Related Tasks. EACL Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu
2023	J	`jnl`	Friend-training: Learning from Models of Different but Related Tasks. CoRR Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu
2023	J	`jnl`	From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning. CoRR Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu
2023	—	`conf`	Generating User-Engaging News Headlines. ACL (1) Pengshan Cai, Kaiqiang Song, Sangwoo Cho, Hongwei Wang, Xiaoyang Wang, Hong Yu, Fei Liu, Dong Yu
2023	—	`conf`	Going Beyond Sentence Embeddings: A Token-Level Matching Algorithm for Calculating Semantic Textual Similarity. ACL (2) Hongwei Wang, Dong Yu
2023	A	`conf`	How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method. EACL Wenlin Yao, Lifeng Jin, Hongming Zhang, Xiaoman Pan, Kaiqiang Song, Dian Yu, Dong Yu, Jianshu Chen
2023	A	`conf`	Hybrid AHS: A Hybrid of Kalman Filter and Deep Learning for Acoustic Howling Suppression. INTERSPEECH Hao Zhang, Meng Yu, Yuzhong Wu, Tao Yu, Dong Yu
2023	J	`jnl`	InstructTTS: Modelling Expressive TTS in Discrete Latent Space with Natural Language Style Prompt. CoRR Dongchao Yang, Songxiang Liu, Rongjie Huang, Guangzhi Lei, Chao Weng, Helen Meng, Dong Yu
2023	J	`jnl`	Integrating Lattice-Free MMI Into End-to-End Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Jinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu
2023	J	`jnl`	KalmanNet: A Learnable Kalman Filter for Acoustic Echo Cancellation. CoRR Yixuan Zhang, Meng Yu, Hao Zhang, Dong Yu, DeLiang Wang
2023	A*	`conf`	Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models. ICLR Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen
2023	J	`jnl`	LASER: LLM Agent with State-Space Exploration for Web Navigation. CoRR Kaixin Ma, Hongming Zhang, Hongwei Wang, Xiaoman Pan, Dong Yu
2023	J	`jnl`	M3-AUDIODEC: Multi-channel multi-speaker multi-spatial audio codec. CoRR Anton Ratnarajah, Shi-Xiong Zhang, Dong Yu
2023	J	`jnl`	MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning. CoRR Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, Jianshu Chen, Kaiqiang Song, Sangwoo Cho, Yaser Yacoob, Dong Yu
2023	J	`jnl`	Make-A-Voice: Unified Voice Synthesis With Discrete Representation. CoRR Rongjie Huang, Chunlei Zhang, Yongqi Wang, Dongchao Yang, Luping Liu, Zhenhui Ye, Ziyue Jiang, Chao Weng, Zhou Zhao, Dong Yu
2023	J	`jnl`	MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning. CoRR Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu
2023	A*	`conf`	More Than Spoken Words: Nonverbal Message Extraction and Generation. EMNLP Dian Yu, Xiaoyang Wang, Wanshun Chen, Nan Du, Longyue Wang, Haitao Mi, Dong Yu
2023	A	`conf`	Multi-mode Neural Speech Coding Based on Deep Generative Networks. INTERSPEECH Wei Xiao, WenZhe Liu, Meng Wang, Shan Yang, Yupeng Shi, Yuyong Kang, Dan Su, Shidong Shang, Dong Yu
2023	J	`jnl`	Neural Target Speech Extraction: An Overview. CoRR Katerina Zmolíková, Marc Delcroix, Tsubasa Ochiai, Keisuke Kinoshita, Jan Cernocký, Dong Yu
2023	J	`jnl`	Neural Target Speech Extraction: An overview. IEEE Signal Process. Mag. Katerina Zmolíková, Marc Delcroix, Tsubasa Ochiai, Keisuke Kinoshita, Jan Cernocký, Dong Yu
2023	C	`conf`	Neuralecho: Hybrid of Full-Band and Sub-Band Recurrent Neural Network For Acoustic Echo Cancellation and Speech Enhancement. ASRU Meng Yu, Yong Xu, Chunlei Zhang, Shi-Xiong Zhang, Dong Yu
2023	C	`conf`	Neuralkalman: A Learnable Kalman Filter for Acoustic Echo Cancellation. ASRU Yixuan Zhang, Meng Yu, Hao Zhang, Dong Yu, DeLiang Wang
2023	—	`conf`	OASum: Large-Scale Open Domain Aspect-based Summarization. ACL (Findings) Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda R. Petzold, Dong Yu
2023	—	`conf`	On the Dimensionality of Sentence Embeddings. EMNLP (Findings) Hongwei Wang, Hongming Zhang, Dong Yu
2023	J	`jnl`	On the Dimensionality of Sentence Embeddings. CoRR Hongwei Wang, Hongming Zhang, Dong Yu
2023	J	`jnl`	Open-Domain Event Graph Induction for Mitigating Framing Bias. CoRR Siyi Liu, Hongming Zhang, Hongwei Wang, Kaiqiang Song, Dan Roth, Dong Yu
2023	J	`jnl`	OpenFact: Factuality Enhanced Open Knowledge Extraction. Trans. Assoc. Comput. Linguistics Linfeng Song, Ante Wang, Xiaoman Pan, Hongming Zhang, Dian Yu, Lifeng Jin, Haitao Mi, Jinsong Su, Yue Zhang, Dong Yu
2023	—	`conf`	PIVOINE: Instruction Tuning for Open-world Entity Profiling. EMNLP (Findings) Keming Lu, Xiaoman Pan, Kaiqiang Song, Hongming Zhang, Dong Yu, Jianshu Chen
2023	J	`jnl`	PIVOINE: Instruction Tuning for Open-world Information Extraction. CoRR Keming Lu, Xiaoman Pan, Kaiqiang Song, Hongming Zhang, Dong Yu, Jianshu Chen
2023	—	`conf`	Prosody-TTS: Improving Prosody with Masked Autoencoder and Conditional Diffusion Model For Expressive Text-to-Speech. ACL (Findings) Rongjie Huang, Chunlei Zhang, Yi Ren, Zhou Zhao, Dong Yu
2023	J	`jnl`	RIR-SF: Room Impulse Response Based Spatial Feature for Multi-channel Multi-talker ASR. CoRR Yiwen Shao, Shi-Xiong Zhang, Dong Yu
2023	—	`conf`	SafeConv: Explaining and Correcting Conversational Unsafe Behavior. ACL (1) Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Wenliang Chen, Dong Yu
2023	J	`jnl`	Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query Production. CoRR Ante Wang, Linfeng Song, Qi Liu, Haitao Mi, Longyue Wang, Zhaopeng Tu, Jinsong Su, Dong Yu
2023	J	`jnl`	Search-engine-augmented dialogue response generation with cheaply supervised query production. Artif. Intell. Ante Wang, Linfeng Song, Qi Liu, Haitao Mi, Longyue Wang, Zhaopeng Tu, Jinsong Su, Dong Yu
2023	J	`jnl`	Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models. CoRR Jiaao Chen, Xiaoman Pan, Dian Yu, Kaiqiang Song, Xiaoyang Wang, Dong Yu, Jianshu Chen
2023	J	`jnl`	SpatialCodec: Neural Spatial Speech Coding. CoRR Zhongweiyang Xu, Yong Xu, Vinay Kothapally, Heming Wang, Muqiao Yang, Dong Yu
2023	J	`jnl`	Stabilizing RLHF through Advantage Model and Selective Rehearsal. CoRR Baolin Peng, Linfeng Song, Ye Tian, Lifeng Jin, Haitao Mi, Dong Yu
2023	J	`jnl`	Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations. CoRR Sihao Chen, Hongming Zhang, Tong Chen, Ben Zhou, Wenhao Yu, Dian Yu, Baolin Peng, Hongwei Wang, Dan Roth, Dong Yu
2023	J	`jnl`	TencentLLMEval: A Hierarchical Evaluation of Real-World Capabilities for Human-Aligned LLMs. CoRR Shuyi Xie, Wenlin Yao, Yong Dai, Shaobo Wang, Donlin Zhou, Lifeng Jin, Xinhua Feng, Pengzhi Wei, Yujie Lin, Zhichao Hu, Dong Yu, Zhengyou Zhang, Jing Nie, Yuhong Liu
2023	A	`conf`	Text-Only Domain Adaptation for End-to-End Speech Recognition through Down-Sampling Acoustic Representation. INTERSPEECH Jiaxu Zhu, Weinan Tong, Yaoxun Xu, Changhe Song, Zhiyong Wu, Zhao You, Dan Su, Dong Yu, Helen Meng
2023	J	`jnl`	Text-Only Domain Adaptation for End-to-End Speech Recognition through Down-Sampling Acoustic Representation. CoRR Jiaxu Zhu, Weinan Tong, Yaoxun Xu, Changhe Song, Zhiyong Wu, Zhao You, Dan Su, Dong Yu, Helen M. Meng
2023	J	`jnl`	The Trickle-down Impact of Reward (In-)consistency on RLHF. CoRR Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu
2023	A*	`conf`	Thrust: Adaptively Propels Large Language Models with External Knowledge. NeurIPS Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Jianshu Chen
2023	J	`jnl`	Thrust: Adaptively Propels Large Language Models with External Knowledge. CoRR Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Jianshu Chen
2023	J	`jnl`	Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
2023	J	`jnl`	TriNet: stabilizing self-supervised learning from complete or slow collapse. CoRR Lixin Cao, Jun Wang, Ben Yang, Dan Su, Dong Yu
2023	Misc	`conf`	Trinet: Stabilizing Self-Supervised Learning From Complete or Slow Collapse. ICASSP Lixin Cao, Jun Wang, Ben Yang, Dan Su, Dong Yu
2023	J	`jnl`	Twenty-Five Years of Evolution in Speech and Language Processing. IEEE Signal Process. Mag. Dong Yu, Yifan Gong, Michael A. Picheny, Bhuvana Ramabhadran, Dilek Hakkani-Tür, Rohit Prasad, Heiga Zen, Jan Skoglund, Jan Honza Cernocký, Lukás Burget, Abdelrahman Mohamed
2023	J	`jnl`	Unifying Robustness and Fidelity: A Comprehensive Study of Pretrained Generative Methods for Speech Enhancement in Adverse Conditions. CoRR Heming Wang, Meng Yu, Hao Zhang, Chunlei Zhang, Zhongweiyang Xu, Muqiao Yang, Yixuan Zhang, Dong Yu
2023	—	`conf`	Unsupervised Multi-document Summarization with Holistic Inference. IJCNLP (Findings) Haopeng Zhang, Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Hongwei Wang, Jiawei Zhang, Dong Yu
2023	J	`jnl`	Unsupervised Multi-document Summarization with Holistic Inference. CoRR Haopeng Zhang, Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Hongwei Wang, Jiawei Zhang, Dong Yu
2023	J	`jnl`	Unsupervised TTS Acoustic Modeling for TTS With Conditional Disentangled Sequential VAE. IEEE ACM Trans. Audio Speech Lang. Process. Jiachen Lian, Chunlei Zhang, Gopala Krishna Anumanchipalli, Dong Yu
2023	J	`jnl`	Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention. CoRR Kaiqiang Song, Xiaoyang Wang, Sangwoo Cho, Xiaoman Pan, Dong Yu
2023	—	`conf`	Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks. ACL (Findings) Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji
2023	A	`conf`	Zoneformer: On-device Neural Beamformer For In-car Multi-zone Speech Separation, Enhancement and Echo Cancellation. INTERSPEECH Yong Xu, Vinay Kothapally, Meng Yu, Shixiong Zhang, Dong Yu
2023	J	`jnl`	uSee: Unified Speech Enhancement and Editing with Conditional Diffusion Models. CoRR Muqiao Yang, Chunlei Zhang, Yong Xu, Zhongweiyang Xu, Heming Wang, Bhiksha Raj, Dong Yu
2022	—	`conf`	3M: Multi-loss, Multi-path and Multi-level Neural Networks for speech recognition. ISCSLP Zhao You, Shulin Feng, Dan Su, Dong Yu
2022	J	`jnl`	3M: Multi-loss, Multi-path and Multi-level Neural Networks for speech recognition. CoRR Zhao You, Shulin Feng, Dan Su, Dong Yu
2022	J	`jnl`	An investigation of neural uncertainty estimation for target speaker extraction equipped RNN transducer. Comput. Speech Lang. Jiatong Shi, Chunlei Zhang, Chao Weng, Shinji Watanabe, Meng Yu, Dong Yu
2022	A	`conf`	Automatic Prosody Annotation with Pre-Trained Text-Speech Model. INTERSPEECH Ziqian Dai, Jianwei Yu, Yan Wang, Nuo Chen, Yanyao Bian, Guangzhi Li, Deng Cai, Dong Yu
2022	J	`jnl`	Automatic Prosody Annotation with Pre-Trained Text-Speech Model. CoRR Ziqian Dai, Jianwei Yu, Yan Wang, Nuo Chen, Yanyao Bian, Guangzhi Li, Deng Cai, Dong Yu
2022	A*	`conf`	BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis. ICLR Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu
2022	J	`jnl`	BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis. CoRR Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu
2022	J	`jnl`	Bayes risk CTC: Controllable CTC alignment in Sequence-to-Sequence tasks. CoRR Jinchuan Tian, Brian Yan, Jianwei Yu, Chao Weng, Dong Yu, Shinji Watanabe
2022	—	`conf`	C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References. ACL (2) Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen
2022	J	`jnl`	C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References. CoRR Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen
2022	J	`jnl`	C3-DINO: Joint Contrastive and Non-Contrastive Self-Supervised Learning for Speaker Verification. IEEE J. Sel. Top. Signal Process. Chunlei Zhang, Dong Yu
2022	J	`jnl`	C3-DINO: Joint Contrastive and Non-contrastive Self-Supervised Learning for Speaker Verification. CoRR Chunlei Zhang, Dong Yu
2022	Misc	`conf`	Consistent Training and Decoding for End-to-End Speech Recognition Using Lattice-Free MMI. ICASSP Jinchuan Tian, Jianwei Yu, Chao Weng, Shi-Xiong Zhang, Dan Su, Dong Yu, Yuexian Zou
2022	J	`jnl`	Cross-Lingual Speaker Identification Using Distant Supervision. CoRR Ben Zhou, Dian Yu, Dong Yu, Dan Roth
2022	—	`conf`	Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup. EMNLP (Findings) Peng Shi, Linfeng Song, Lifeng Jin, Haitao Mi, He Bai, Jimmy Lin, Dong Yu
2022	A*	`conf`	DDAM '22: 1st International Workshop on Deepfake Detection for Audio Multimedia. ACM Multimedia Jianhua Tao, Jiangyan Yi, Cunhang Fan, Ruibo Fu, Shan Liang, Pengyuan Zhang, Haizhou Li, Helen Meng, Dong Yu, Masato Akagi
2022	—	`ed.`	DDAM@MM 2022: Proceedings of the 1st International Workshop on Deepfake Detection for Audio Multimedia, Lisboa, Portugal, 14 October 2022 DDAM@MM Jianhua Tao, Haizhou Li, Helen Meng, Dong Yu, Masato Akagi, Jiangyan Yi, Cunhang Fan, Ruibo Fu, Shan Lian, Pengyuan Zhang
2022	Misc	`conf`	DP-DWA: Dual-Path Dynamic Weight Attention Network With Streaming Dfsmn-San For Automatic Speech Recognition. ICASSP Dongpeng Ma, Yiwen Wang, Liqiang He, Mingjie Jin, Dan Su, Dong Yu
2022	J	`jnl`	Deep Neural Mel-Subband Beamformer for In-car Speech Separation. CoRR Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu
2022	J	`jnl`	Deep learning based multi-source localization with source splitting and its effectiveness in multi-talker speech recognition. Comput. Speech Lang. Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Dong Yu
2022	J	`jnl`	DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs. CoRR Songxiang Liu, Dan Su, Dong Yu
2022	J	`jnl`	Diffsound: Discrete Diffusion Model for Text-to-sound Generation. CoRR Dongchao Yang, Jianwei Yu, Helin Wang, Wen Wang, Chao Weng, Yuexian Zou, Dong Yu
2022	J	`jnl`	Discover, Explanation, Improvement: Automatic Slice Detection Framework for Natural Language Processing. CoRR Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu
2022	J	`jnl`	Distant finetuning with discourse relations for stance classification. CoRR Lifeng Jin, Kun Xu, Linfeng Song, Dong Yu
2022	—	`conf`	Efficient Text Analysis with Pre-Trained Neural Network Models. SLT Jia Cui, Heng Lu, Wenjie Wang, Shiyin Kang, Liqiang He, Guangzhi Li, Dong Yu
2022	—	`conf`	Efficient Zero-shot Event Extraction with Context-Definition Alignment. EMNLP (Findings) Hongming Zhang, Wenlin Yao, Dong Yu
2022	J	`jnl`	Efficient Zero-shot Event Extraction with Context-Definition Alignment. CoRR Hongming Zhang, Wenlin Yao, Dong Yu
2022	—	`conf`	End-to-End Chinese Speaker Identification. NAACL-HLT Dian Yu, Ben Zhou, Dong Yu
2022	Misc	`conf`	Fast-Rir: Fast Neural Diffuse Room Impulse Response Generator. ICASSP Anton Ratnarajah, Shi-Xiong Zhang, Meng Yu, Zhenyu Tang, Dinesh Manocha, Dong Yu
2022	A*	`conf`	FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis. IJCAI Rongjie Huang, Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu, Yi Ren, Zhou Zhao
2022	J	`jnl`	FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis. CoRR Rongjie Huang, Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu, Yi Ren, Zhou Zhao
2022	A*	`conf`	FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows. EMNLP Jianqiao Zhao, Yanyang Li, Wanyu Du, Yangfeng Ji, Dong Yu, Michael R. Lyu, Liwei Wang
2022	J	`jnl`	FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows. CoRR Jianqiao Zhao, Yanyang Li, Wanyu Du, Yangfeng Ji, Dong Yu, Michael R. Lyu, Liwei Wang
2022	A*	`conf`	Hierarchical Context Tagging for Utterance Rewriting. AAAI Lisa Jin, Linfeng Song, Lifeng Jin, Dong Yu, Daniel Gildea
2022	J	`jnl`	Hierarchical Context Tagging for Utterance Rewriting. CoRR Lisa Jin, Linfeng Song, Lifeng Jin, Dong Yu, Daniel Gildea
2022	J	`jnl`	High-Fidelity 3D Digital Human Head Creation from RGB-D Selfies. ACM Trans. Graph. Linchao Bao, Xiangkai Lin, Yajing Chen, Haoxian Zhang, Sheng Wang, Xuefei Zhe, Di Kang, Haozhi Huang, Xinwei Jiang, Jue Wang, Dong Yu, Zhengyou Zhang
2022	—	`conf`	Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge. ACL (1) Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Claire Cardie
2022	J	`jnl`	Improving Mandarin End-to-End Speech Recognition With Word N-Gram Language Model. IEEE Signal Process. Lett. Jinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu
2022	J	`jnl`	Improving Mandarin End-to-End Speech Recognition with Word N-gram Language Model. CoRR Jinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu
2022	J	`jnl`	Integrate Lattice-Free MMI into End-to-End Speech Recognition. CoRR Jinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu
2022	Misc	`conf`	Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization. ICASSP Brian Yan, Chunlei Zhang, Meng Yu, Shi-Xiong Zhang, Siddharth Dalmia, Dan Berrebbi, Chao Weng, Shinji Watanabe, Dong Yu
2022	A	`conf`	Joint Neural AEC and Beamforming with Double-Talk Detection. INTERSPEECH Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu
2022	J	`jnl`	Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models. CoRR Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen
2022	A	`conf`	LAE: Language-Aware Encoder for Monolingual and Multilingual ASR. INTERSPEECH Jinchuan Tian, Jianwei Yu, Chunlei Zhang, Yuexian Zou, Dong Yu
2022	J	`jnl`	LAE: Language-Aware Encoder for Monolingual and Multilingual ASR. CoRR Jinchuan Tian, Jianwei Yu, Chunlei Zhang, Chao Weng, Yuexian Zou, Dong Yu
2022	A*	`conf`	Learning a Grammar Inducer from Massive Uncurated Instructional Videos. EMNLP Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo
2022	J	`jnl`	Learning a Grammar Inducer from Massive Uncurated Instructional Videos. CoRR Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo
2022	—	`conf`	Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension. ACL (2) Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen
2022	J	`jnl`	Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension. CoRR Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen
2022	A	`conf`	Meta-learning without data via Wasserstein distributionally-robust model fusion. UAI Zhenyi Wang, Xiaoyang Wang, Li Shen, Qiuling Suo, Kaiqiang Song, Dong Yu, Yan Shen, Mingchen Gao
2022	A*	`conf`	MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure. EMNLP Yinya Huang, Hongming Zhang, Ruixin Hong, Xiaodan Liang, Changshui Zhang, Dong Yu
2022	J	`jnl`	MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure. CoRR Yinya Huang, Hongming Zhang, Ruixin Hong, Xiaodan Liang, Changshui Zhang, Dong Yu
2022	Misc	`conf`	Multi-Channel Multi-Speaker ASR Using 3D Spatial Feature. ICASSP Yiwen Shao, Shi-Xiong Zhang, Dong Yu
2022	J	`jnl`	NeuralEcho: A Self-Attentive Recurrent Neural Network For Unified Acoustic Echo Suppression And Speech Enhancement. CoRR Meng Yu, Yong Xu, Chunlei Zhang, Shi-Xiong Zhang, Dong Yu
2022	J	`jnl`	OASum: Large-Scale Open Domain Aspect-based Summarization. CoRR Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda R. Petzold, Dong Yu
2022	—	`conf`	Progressive Contrastive Learning for Self-Supervised Text-Independent Speaker Verification. Odyssey Junyi Peng, Chunlei Zhang, Jan Honza Cernocký, Dong Yu
2022	Misc	`conf`	Referee: Towards Reference-Free Cross-Speaker Style Transfer with Low-Quality Data for Expressive Speech Synthesis. ICASSP Songxiang Liu, Shan Yang, Dan Su, Dong Yu
2022	Misc	`conf`	Robust Disentangled Variational Speech Representation Learning for Zero-Shot Voice Conversion. ICASSP Jiachen Lian, Chunlei Zhang, Dong Yu
2022	J	`jnl`	Robust Disentangled Variational Speech Representation Learning for Zero-shot Voice Conversion. CoRR Jiachen Lian, Chunlei Zhang, Dong Yu
2022	A*	`conf`	Salience Allocation as Guidance for Abstractive Summarization. EMNLP Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu
2022	J	`jnl`	Salience Allocation as Guidance for Abstractive Summarization. CoRR Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu
2022	Misc	`conf`	Speechmoe2: Mixture-of-Experts Model with Improved Routing. ICASSP Zhao You, Shulin Feng, Dan Su, Dong Yu
2022	A*	`conf`	Toward Unifying Text Segmentation and Long Document Summarization. EMNLP Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Fei Liu, Dong Yu
2022	J	`jnl`	Toward Unifying Text Segmentation and Long Document Summarization. CoRR Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Fei Liu, Dong Yu
2022	—	`conf`	Towards Abstractive Grounded Summarization of Podcast Transcripts. ACL (1) Kaiqiang Song, Chen Li, Xiaoyang Wang, Dong Yu, Fei Liu
2022	J	`jnl`	Towards Abstractive Grounded Summarization of Podcast Transcripts. CoRR Kaiqiang Song, Chen Li, Xiaoyang Wang, Dong Yu, Fei Liu
2022	A	`conf`	Towards Improved Zero-shot Voice Conversion with Conditional DSVAE. INTERSPEECH Jiachen Lian, Chunlei Zhang, Gopala Krishna Anumanchipalli, Dong Yu
2022	J	`jnl`	Towards Improved Zero-shot Voice Conversion with Conditional DSVAE. CoRR Jiachen Lian, Chunlei Zhang, Gopala Krishna Anumanchipalli, Dong Yu
2022	J	`jnl`	Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation. CoRR Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
2022	Misc	`conf`	Towards end-to-end Speaker Diarization with Generalized Neural Speaker Clustering. ICASSP Chunlei Zhang, Jiatong Shi, Chao Weng, Meng Yu, Dong Yu
2022	J	`jnl`	UTTS: Unsupervised TTS with Conditional Disentangled Sequential Variational Auto-encoder. CoRR Jiachen Lian, Chunlei Zhang, Gopala Krishna Anumanchipalli, Dong Yu
2022	Misc	`conf`	VCVTS: Multi-Speaker Video-to-Speech Synthesis Via Cross-Modal Knowledge Transfer from Voice Conversion. ICASSP Disong Wang, Shan Yang, Dan Su, Xunying Liu, Dong Yu, Helen Meng
2022	J	`jnl`	VCVTS: Multi-speaker Video-to-Speech synthesis via cross-modal knowledge transfer from voice conversion. CoRR Disong Wang, Shan Yang, Dan Su, Xunying Liu, Dong Yu, Helen Meng
2022	—	`conf`	Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution. ACL (1) Irene Li, Linfeng Song, Kun Xu, Dong Yu
2022	A*	`conf`	Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination. EMNLP Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen
2022	J	`jnl`	Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination. CoRR Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen
2022	J	`jnl`	Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks. CoRR Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji
2022	—	`conf`	ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion. ICDM (Workshops) Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen
2022	J	`jnl`	ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion. CoRR Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen
2021	C	`conf`	3D Spatial Features for Multi-Channel Target Speech Separation. ASRU Rongzhi Gu, Shi-Xiong Zhang, Meng Yu, Dong Yu
2021	Misc	`conf`	ADL-MVDR: All Deep Learning MVDR Beamformer for Target Speech Separation. ICASSP Zhuohuang Zhang, Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Dong Yu
2021	J	`jnl`	An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation. IEEE ACM Trans. Audio Speech Lang. Process. Daniel Michelsanti, Zheng-Hua Tan, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu, Jesper Jensen
2021	J	`jnl`	Audio-Visual Multi-Channel Integration and Recognition of Overlapped Speech. IEEE ACM Trans. Audio Speech Lang. Process. Jianwei Yu, Shi-Xiong Zhang, Bo Wu, Shansong Liu, Shoukang Hu, Mengzhe Geng, Xunying Liu, Helen Meng, Dong Yu
2021	J	`jnl`	Bilateral Denoising Diffusion Models. CoRR Max W. Y. Lam, Jun Wang, Rongjie Huang, Dan Su, Dong Yu
2021	J	`jnl`	Complex Neural Spatial Filter: Enhancing Multi-Channel Target Speech Separation in Complex Domain. IEEE Signal Process. Lett. Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
2021	J	`jnl`	Complex Neural Spatial Filter: Enhancing Multi-channel Target Speech Separation in Complex Domain. CoRR Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
2021	—	`conf`	Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories. EMNLP (1) Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu
2021	J	`jnl`	Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories. CoRR Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu
2021	J	`jnl`	Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMI. CoRR Jinchuan Tian, Jianwei Yu, Chao Weng, Shi-Xiong Zhang, Dan Su, Dong Yu, Yuexian Zou
2021	Misc	`conf`	Contrastive Separative Coding for Self-Supervised Representation Learning. ICASSP Jun Wang, Max W. Y. Lam, Dan Su, Dong Yu
2021	J	`jnl`	Contrastive Separative Coding for Self-supervised Representation Learning. CoRR Jun Wang, Max W. Y. Lam, Dan Su, Dong Yu
2021	J	`jnl`	Conversational Semantic Role Labeling. CoRR Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu
2021	J	`jnl`	Conversational Semantic Role Labeling. IEEE ACM Trans. Audio Speech Lang. Process. Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu
2021	J	`jnl`	Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition. CoRR Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Dong Yu
2021	Misc	`conf`	Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization. ICASSP Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Yong Xu, Shi-Xiong Zhang, Dong Yu
2021	—	`conf`	Distant Finetuning with Discourse Relations for Stance Classification. NLPCC (2) Lifeng Jin, Kun Xu, Linfeng Song, Dong Yu
2021	—	`conf`	Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge. AKBC Tianqing Fang, Haojie Pan, Hongming Zhang, Yangqiu Song, Kun Xu, Dong Yu
2021	—	`conf`	Effective Low-Cost Time-Domain Audio Separation Using Globally Attentive Locally Recurrent Networks. SLT Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu
2021	J	`jnl`	Effective Low-Cost Time-Domain Audio Separation Using Globally Attentive Locally Recurrent Networks. CoRR Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu
2021	—	`conf`	Exophoric Pronoun Resolution in Dialogues with Topic Regularization. EMNLP (1) Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu
2021	J	`jnl`	Exophoric Pronoun Resolution in Dialogues with Topic Regularization. CoRR Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu
2021	—	`conf`	Exploring Cross-lingual Singing Voice Synthesis Using Speech Data. ISCSLP Yuewen Cao, Songxiang Liu, Shiyin Kang, Na Hu, Peng Liu, Xunying Liu, Dan Su, Dong Yu, Helen Meng
2021	J	`jnl`	FAST-RIR: Fast neural diffuse room impulse response generator. CoRR Anton Ratnarajah, Shi-Xiong Zhang, Meng Yu, Zhenyu Tang, Dinesh Manocha, Dong Yu
2021	J	`jnl`	Generalized RNN beamformer for target speech separation. CoRR Yong Xu, Zhuohuang Zhang, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Dong Yu
2021	A	`conf`	Generalized Spatio-Temporal RNN Beamformer for Target Speech Separation. Interspeech Yong Xu, Zhuohuang Zhang, Meng Yu, Shi-Xiong Zhang, Dong Yu
2021	Misc	`conf`	Improving RNN Transducer with Target Speaker Extraction and Neural Uncertainty Estimation. ICASSP Jiatong Shi, Chunlei Zhang, Chao Weng, Shinji Watanabe, Meng Yu, Dong Yu
2021	A*	`conf`	Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation. CVPR Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu
2021	—	`conf`	Instance-adaptive training with noise-robust losses against noisy labels. EMNLP (1) Lifeng Jin, Linfeng Song, Kun Xu, Dong Yu
2021	J	`jnl`	Joint AEC AND Beamforming with Double-Talk Detection using RNN-Transformer. CoRR Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu
2021	J	`jnl`	Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization. CoRR Brian Yan, Chunlei Zhang, Meng Yu, Shi-Xiong Zhang, Siddharth Dalmia, Dan Berrebbi, Chao Weng, Shinji Watanabe, Dong Yu
2021	C	`conf`	Latency-Controlled Neural Architecture Search for Streaming Speech Recognition. ASRU Liqiang He, Shulin Feng, Dan Su, Dong Yu
2021	J	`jnl`	Latency-Controlled Neural Architecture Search for Streaming Speech Recognition. CoRR Liqiang He, Shulin Feng, Dan Su, Dong Yu
2021	Misc	`conf`	Learned Transferable Architectures Can Surpass Hand-Designed Architectures for Large Scale Speech Recognition. ICASSP Liqiang He, Dan Su, Dong Yu
2021	A	`conf`	MIMO Self-Attentive RNN Beamformer for Multi-Speaker Speech Separation. Interspeech Xiyun Li, Yong Xu, Meng Yu, Shi-Xiong Zhang, Jiaming Xu, Bo Xu, Dong Yu
2021	J	`jnl`	MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation. CoRR Xiyun Li, Yong Xu, Meng Yu, Shi-Xiong Zhang, Jiaming Xu, Bo Xu, Dong Yu
2021	J	`jnl`	Meta-Voice: Fast few-shot style transfer for expressive voice cloning using meta learning. CoRR Songxiang Liu, Dan Su, Dong Yu
2021	A	`conf`	MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment. Interspeech Meng Yu, Chunlei Zhang, Yong Xu, Shi-Xiong Zhang, Dong Yu
2021	J	`jnl`	MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment. CoRR Meng Yu, Chunlei Zhang, Yong Xu, Shi-Xiong Zhang, Dong Yu
2021	J	`jnl`	Multi-Channel Multi-Frame ADL-MVDR for Target Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. Zhuohuang Zhang, Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Donald S. Williamson, Dong Yu
2021	J	`jnl`	Multi-Channel Multi-Speaker ASR Using 3D Spatial Feature. CoRR Yiwen Shao, Shi-Xiong Zhang, Dong Yu
2021	A	`conf`	Multi-Channel Speaker Verification for Single and Multi-Talker Speech. Interspeech Saurabh Kataria, Shi-Xiong Zhang, Dong Yu
2021	A*	`conf`	NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation. AAAI Xiaoyang Wang, Chen Li, Jianqiao Zhao, Dong Yu
2021	J	`jnl`	NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation. CoRR Xiaoyang Wang, Chen Li, Jianqiao Zhao, Dong Yu
2021	—	`conf`	Neural Mask based Multi-channel Convolutional Beamforming for Joint Dereverberation, Echo Cancellation and Denoising. SLT Jianming Liu, Meng Yu, Yong Xu, Chao Weng, Shi-Xiong Zhang, Lianwu Chen, Dong Yu
2021	—	`conf`	RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging. EMNLP (1) Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu
2021	A	`conf`	Raw Waveform Encoder with Multi-Scale Globally Attentive Locally Recurrent Networks for End-to-End Speech Recognition. Interspeech Max W. Y. Lam, Jun Wang, Chao Weng, Dan Su, Dong Yu
2021	J	`jnl`	Raw Waveform Encoder with Multi-Scale Globally Attentive Locally Recurrent Networks for End-to-End Speech Recognition. CoRR Max W. Y. Lam, Jun Wang, Chao Weng, Dan Su, Dong Yu
2021	J	`jnl`	Referee: Towards reference-free cross-speaker style transfer with low-quality data for expressive speech synthesis. CoRR Songxiang Liu, Shan Yang, Dan Su, Dong Yu
2021	Misc	`conf`	Replay and Synthetic Speech Detection with Res2Net Architecture. ICASSP Xu Li, Na Li, Chao Weng, Xunying Liu, Dan Su, Dong Yu, Helen Meng
2021	Misc	`conf`	Sandglasset: A Light Multi-Granularity Self-Attentive Network for Time-Domain Speech Separation. ICASSP Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu
2021	J	`jnl`	Sandglasset: A Light Multi-Granularity Self-attentive Network For Time-Domain Speech Separation. CoRR Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu
2021	Misc	`conf`	Self-Supervised Text-Independent Speaker Verification Using Prototypical Momentum Contrastive Learning. ICASSP Wei Xia, Chunlei Zhang, Chao Weng, Meng Yu, Dong Yu
2021	J	`jnl`	Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question Answering Data. CoRR Dian Yu, Kai Sun, Dong Yu, Claire Cardie
2021	—	`conf`	Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data. EMNLP (Findings) Dian Yu, Kai Sun, Dong Yu, Claire Cardie
2021	—	`conf`	Speaker Independent and Multilingual/Mixlingual Speech-Driven Talking Head Generation Using Phonetic Posteriorgrams. APSIPA ASC Huirong Huang, Zhiyong Wu, Shiyin Kang, Dongyang Dai, Jia Jia, Tianxiao Fu, Deyi Tuo, Guangzhi Lei, Peng Liu, Dan Su, Dong Yu, Helen Meng
2021	J	`jnl`	SpeechMoE2: Mixture-of-Experts Model with Improved Routing. CoRR Zhao You, Shulin Feng, Dan Su, Dong Yu
2021	A	`conf`	SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of Experts. Interspeech Zhao You, Shulin Feng, Dan Su, Dong Yu
2021	J	`jnl`	SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of Experts. CoRR Zhao You, Shulin Feng, Dan Su, Dong Yu
2021	J	`jnl`	Structural Information Preserving for Graph-to-Text Generation. CoRR Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu
2021	A	`conf`	TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation. Interspeech Helin Wang, Bo Wu, Lianwu Chen, Meng Yu, Jianwei Yu, Yong Xu, Shi-Xiong Zhang, Chao Weng, Dan Su, Dong Yu
2021	J	`jnl`	TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation. CoRR Helin Wang, Bo Wu, Lianwu Chen, Meng Yu, Jianwei Yu, Yong Xu, Shi-Xiong Zhang, Chao Weng, Dan Su, Dong Yu
2021	—	`conf`	TexSmart: A System for Enhanced Natural Language Understanding. ACL (demo) Lemao Liu, Haisong Zhang, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Dick Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi
2021	Misc	`conf`	Towards Robust Speaker Verification with Target Speaker Enhancement. ICASSP Chunlei Zhang, Meng Yu, Chao Weng, Dong Yu
2021	A*	`conf`	Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect. AAAI Jun Wang, Max W. Y. Lam, Dan Su, Dong Yu
2021	J	`jnl`	Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect. CoRR Jun Wang, Max W. Y. Lam, Dan Su, Dong Yu
2021	—	`conf`	Video-aided Unsupervised Grammar Induction. NAACL-HLT Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo
2021	J	`jnl`	Video-aided Unsupervised Grammar Induction. CoRR Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo
2021	—	`conf`	WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation. SLT Zhaoheng Ni, Yong Xu, Meng Yu, Bo Wu, Shi-Xiong Zhang, Dong Yu, Michael I. Mandel
2020	J	`jnl`	A Framework for Adapting DNN Speaker Embedding Across Languages. IEEE ACM Trans. Audio Speech Lang. Process. Weiwei Lin, Man-Wai Mak, Na Li, Dan Su, Dong Yu
2020	Misc	`conf`	A Random Gossip BMUF Process for Neural Language Modeling. ICASSP Yiheng Huang, Jinchuan Tian, Lei Han, Guangsen Wang, Xingcheng Song, Dan Su, Dong Yu
2020	J	`jnl`	An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation. CoRR Daniel Michelsanti, Zheng-Hua Tan, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu, Jesper Jensen
2020	A	`conf`	Audio-Visual Multi-Channel Recognition of Overlapped Speech. INTERSPEECH Jianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng
2020	Misc	`conf`	Audio-Visual Recognition of Overlapped Speech for the LRS2 Dataset. ICASSP Jianwei Yu, Shi-Xiong Zhang, Jian Wu, Shahram Ghorbani, Bo Wu, Shiyin Kang, Shansong Liu, Xunying Liu, Helen Meng, Dong Yu
2020	J	`jnl`	Audio-Visual Speech Separation and Dereverberation With a Two-Stage Multimodal Network. IEEE J. Sel. Top. Signal Process. Ke Tan, Yong Xu, Shi-Xiong Zhang, Meng Yu, Dong Yu
2020	J	`jnl`	Audio-visual Multi-channel Recognition of Overlapped Speech. CoRR Jianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng
2020	J	`jnl`	Audio-visual Recognition of Overlapped speech for the LRS2 dataset. CoRR Jianwei Yu, Shi-Xiong Zhang, Jian Wu, Shahram Ghorbani, Bo Wu, Shiyin Kang, Shansong Liu, Xunying Liu, Helen Meng, Dong Yu
2020	—	`conf`	Automatic Summarization of Open-Domain Podcast Episodes. TREC Kaiqiang Song, Fei Liu, Chen Li, Xiaoyang Wang, Dong Yu
2020	J	`jnl`	Automatic Summarization of Open-Domain Podcast Episodes. CoRR Kaiqiang Song, Chen Li, Xiaoyang Wang, Dong Yu, Zhe Feng
2020	—	`conf`	Better Highlighting: Creating Sub-Sentence Summary Highlights. EMNLP (1) Sangwoo Cho, Kaiqiang Song, Chen Li, Dong Yu, Hassan Foroosh, Fei Liu
2020	J	`jnl`	Better Highlighting: Creating Sub-Sentence Summary Highlights. CoRR Sangwoo Cho, Kaiqiang Song, Chen Li, Dong Yu, Hassan Foroosh, Fei Liu
2020	A*	`conf`	Building Digital Human. ACM Multimedia Dong Yu
2020	Misc	`conf`	Code-Switched Speech Synthesis Using Bilingual Phonetic Posteriorgram with Only Monolingual Corpora. ICASSP Yuewen Cao, Songxiang Liu, Xixin Wu, Shiyin Kang, Peng Liu, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng
2020	—	`conf`	Comprehensive Image Captioning via Scene Graph Decomposition. ECCV (14) Yiwu Zhong, Liwei Wang, Jianshu Chen, Dong Yu, Yin Li
2020	J	`jnl`	Comprehensive Image Captioning via Scene Graph Decomposition. CoRR Yiwu Zhong, Liwei Wang, Jianshu Chen, Dong Yu, Yin Li
2020	A*	`conf`	Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment. AAAI Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu
2020	J	`jnl`	Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment. CoRR Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu
2020	Misc	`conf`	Dfsmn-San with Persistent Memory Model for Automatic Speech Recognition. ICASSP Zhao You, Dan Su, Jie Chen, Chao Weng, Dong Yu
2020	A*	`conf`	Dialogue-Based Relation Extraction. ACL Dian Yu, Kai Sun, Claire Cardie, Dong Yu
2020	J	`jnl`	Dialogue-Based Relation Extraction. CoRR Dian Yu, Kai Sun, Claire Cardie, Dong Yu
2020	J	`jnl`	Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization. CoRR Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Yong Xu, Shi-Xiong Zhang, Dong Yu
2020	A	`conf`	DurIAN-SC: Duration Informed Attention Network Based Singing Voice Conversion System. INTERSPEECH Liqiang Zhang, Chengzhu Yu, Heng Lu, Chao Weng, Chunlei Zhang, Yusong Wu, Xiang Xie, Zijin Li, Dong Yu
2020	J	`jnl`	DurIAN-SC: Duration Informed Attention Network based Singing Voice Conversion System. CoRR Liqiang Zhang, Chengzhu Yu, Heng Lu, Chao Weng, Chunlei Zhang, Yusong Wu, Xiang Xie, Zijin Li, Dong Yu
2020	A	`conf`	DurIAN: Duration Informed Attention Network for Speech Synthesis. INTERSPEECH Chengzhu Yu, Heng Lu, Na Hu, Meng Yu, Chao Weng, Kun Xu, Peng Liu, Deyi Tuo, Shiyin Kang, Guangzhi Lei, Dan Su, Dong Yu
2020	Misc	`conf`	End-To-End Accent Conversion Without Using Native Utterances. ICASSP Songxiang Liu, Disong Wang, Yuewen Cao, Lifa Sun, Xixin Wu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng
2020	A	`conf`	End-to-End Multi-Look Keyword Spotting. INTERSPEECH Meng Yu, Xuan Ji, Bo Wu, Dan Su, Dong Yu
2020	J	`jnl`	End-to-End Multi-Look Keyword Spotting. CoRR Meng Yu, Xuan Ji, Bo Wu, Dan Su, Dong Yu
2020	Misc	`conf`	Enhancing End-to-End Multi-Channel Speech Separation Via Spatial Feature Learning. ICASSP Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
2020	J	`jnl`	Enhancing End-to-End Multi-channel Speech Separation via Spatial Feature Learning. CoRR Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
2020	Misc	`conf`	Far-Field Location Guided Target Speech Extraction Using End-to-End Speech Recognition Objectives. ICASSP Aswin Shanmugam Subramanian, Chao Weng, Meng Yu, Shi-Xiong Zhang, Yong Xu, Shinji Watanabe, Dong Yu
2020	J	`jnl`	High-Fidelity 3D Digital Human Creation from RGB-D Selfies. CoRR Xiangkai Lin, Yajing Chen, Linchao Bao, Haoxian Zhang, Sheng Wang, Xuefei Zhe, Xinwei Jiang, Jue Wang, Dong Yu, Zhengyou Zhang
2020	J	`jnl`	Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge. CoRR Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Claire Cardie
2020	J	`jnl`	Improving RNN Transducer With Target Speaker Extraction and Neural Uncertainty Estimation. CoRR Jiatong Shi, Chunlei Zhang, Chao Weng, Shinji Watanabe, Meng Yu, Dong Yu
2020	Misc	`conf`	Improving Reverberant Speech Training Using Diffuse Acoustic Simulation. ICASSP Zhenyu Tang, Lianwu Chen, Bo Wu, Dong Yu, Dinesh Manocha
2020	J	`jnl`	Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation. CoRR Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu
2020	Misc	`conf`	Integration of Multi-Look Beamformers for Multi-Channel Keyword Spotting. ICASSP Xuan Ji, Meng Yu, Jie Chen, Jimeng Zheng, Dan Su, Dong Yu
2020	J	`jnl`	Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension. Trans. Assoc. Comput. Linguistics Kai Sun, Dian Yu, Dong Yu, Claire Cardie
2020	A	`conf`	Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification. INTERSPEECH Xu Li, Na Li, Jinghua Zhong, Xixin Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng
2020	J	`jnl`	Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification. CoRR Xu Li, Na Li, Jinghua Zhong, Xixin Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng
2020	A*	`conf`	Joint Parsing and Generation for Abstractive Summarization. AAAI Kaiqiang Song, Logan Lebanoff, Qipeng Guo, Xipeng Qiu, Xiangyang Xue, Chen Li, Dong Yu, Fei Liu
2020	J	`jnl`	Learned Transferable Architectures Can Surpass Hand-Designed Architectures for Large Scale Speech Recognition. CoRR Liqiang He, Dan Su, Dong Yu
2020	A*	`conf`	MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning. ACL Jie Lei, Liwei Wang, Yelong Shen, Dong Yu, Tamara L. Berg, Mohit Bansal
2020	J	`jnl`	MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning. CoRR Jie Lei, Liwei Wang, Yelong Shen, Dong Yu, Tamara L. Berg, Mohit Bansal
2020	A	`conf`	Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition. INTERSPEECH Chao Weng, Chengzhu Yu, Jia Cui, Chunlei Zhang, Dong Yu
2020	Misc	`conf`	Mixup-breakdown: A Consistency Training Method for Improving Generalization of Speech Separation Models. ICASSP Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu
2020	Misc	`conf`	Multi-Level Deep Neural Network Adaptation for Speaker Verification Using MMD and Consistency Regularization. ICASSP Weiwei Lin, Man-Wai Mak, Na Li, Dan Su, Dong Yu
2020	J	`jnl`	Multi-Modal Multi-Channel Target Speech Separation. IEEE J. Sel. Top. Signal Process. Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Lianwu Chen, Yuexian Zou, Dong Yu
2020	J	`jnl`	Multi-channel Multi-frame ADL-MVDR for Target Speech Separation. CoRR Zhuohuang Zhang, Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Donald S. Williamson, Dong Yu
2020	J	`jnl`	Multi-modal Multi-channel Target Speech Separation. CoRR Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Lianwu Chen, Yuexian Zou, Dong Yu
2020	J	`jnl`	Multiplex Word Embeddings for Selectional Preference Acquisition. CoRR Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu
2020	A	`conf`	Neural Spatio-Temporal Beamformer for Target Speech Separation. INTERSPEECH Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Chao Weng, Jianming Liu, Dong Yu
2020	J	`jnl`	Neural Spatio-Temporal Beamformer for Target Speech Separation. CoRR Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Chao Weng, Jianming Liu, Dong Yu
2020	J	`jnl`	On the Role of Conceptualization in Commonsense Knowledge Graph Construction. CoRR Mutian He, Yangqiu Song, Kun Xu, Dong Yu
2020	J	`jnl`	On the localness modeling for the self-attention based end-to-end speech synthesis. Neural Networks Shan Yang, Heng Lu, Shiyin Kang, Liumeng Xue, Jinba Xiao, Dan Su, Lei Xie, Dong Yu
2020	A	`conf`	Peking Opera Synthesis via Duration Informed Attention Network. INTERSPEECH Yusong Wu, Shengchen Li, Chengzhu Yu, Heng Lu, Chao Weng, Liqiang Zhang, Dong Yu
2020	J	`jnl`	Peking Opera Synthesis via Duration Informed Attention Network. CoRR Yusong Wu, Shengchen Li, Chengzhu Yu, Heng Lu, Chao Weng, Liqiang Zhang, Dong Yu
2020	J	`jnl`	Phonetic Posteriorgrams based Many-to-Many Singing Voice Conversion via Adversarial Training. CoRR Haohan Guo, Heng Lu, Na Hu, Chunlei Zhang, Shan Yang, Lei Xie, Dan Su, Dong Yu
2020	Misc	`conf`	Pitchnet: Unsupervised Singing Voice Conversion with Pitch Adversarial Network. ICASSP Chengqi Deng, Chengzhu Yu, Heng Lu, Chao Weng, Dong Yu
2020	A*	`conf`	Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension. ACL Hongyu Gong, Yelong Shen, Dian Yu, Jianshu Chen, Dong Yu
2020	J	`jnl`	Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension. CoRR Hongyu Gong, Yelong Shen, Dian Yu, Jianshu Chen, Dong Yu
2020	A*	`conf`	Relation Extraction Exploiting Full Dependency Forests. AAAI Lifeng Jin, Linfeng Song, Yue Zhang, Kun Xu, Wei-Yun Ma, Dong Yu
2020	J	`jnl`	Replay and Synthetic Speech Detection with Res2net Architecture. CoRR Xu Li, Na Li, Chao Weng, Xunying Liu, Dan Su, Dong Yu, Helen Meng
2020	J	`jnl`	Robust Dialogue Utterance Rewriting as Sequence Tagging. CoRR Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu
2020	J	`jnl`	Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive Learning. CoRR Wei Xia, Chunlei Zhang, Chao Weng, Meng Yu, Dong Yu
2020	—	`conf`	Semantic Role Labeling Guided Multi-turn Dialogue ReWriter. EMNLP (1) Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu
2020	J	`jnl`	Semantic Role Labeling Guided Multi-turn Dialogue ReWriter. CoRR Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu
2020	J	`jnl`	Speaker Independent and Multilingual/Mixlingual Speech-Driven Talking Head Generation Using Phonetic Posteriorgrams. CoRR Huirong Huang, Zhiyong Wu, Shiyin Kang, Dongyang Dai, Jia Jia, Tianxiao Fu, Deyi Tuo, Guangzhi Lei, Peng Liu, Dan Su, Dong Yu, Helen Meng
2020	Misc	`conf`	Speaker-Aware Target Speaker Enhancement by Jointly Learning with Speaker Embedding Extraction. ICASSP Xuan Ji, Meng Yu, Chunlei Zhang, Dan Su, Tao Yu, Xiaoyu Liu, Dong Yu
2020	A*	`conf`	Structural Information Preserving for Graph-to-Text Generation. ACL Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu
2020	J	`jnl`	TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis. CoRR Haisong Zhang, Lemao Liu, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Jianchen Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi
2020	—	`conf`	The Tencent speech synthesis system for Blizzard Challenge 2020. Blizzard Challenge / Voice Conversion Challenge Qiao Tian, Zewang Zhang, Ling-Hui Chen, Heng Lu, Chengzhu Yu, Chao Weng, Dong Yu
2020	A*	`conf`	Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints. ACL Zhenyi Wang, Xiaoyang Wang, Bang An, Dong Yu, Changyou Chen
2020	J	`jnl`	Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints. CoRR Zhenyi Wang, Xiaoyang Wang, Bang An, Dong Yu, Changyou Chen
2020	A	`conf`	Transferring Source Style in Non-Parallel Voice Conversion. INTERSPEECH Songxiang Liu, Yuewen Cao, Shiyin Kang, Na Hu, Xunying Liu, Dan Su, Dong Yu, Helen Meng
2020	J	`jnl`	WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation. CoRR Zhaoheng Ni, Yong Xu, Meng Yu, Bo Wu, Shi-Xiong Zhang, Dong Yu, Michael I. Mandel
2020	A*	`conf`	ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT. ACL Linfeng Song, Kun Xu, Yue Zhang, Jianshu Chen, Dong Yu
2019	Misc	`conf`	A Comparison of Lattice-free Discriminative Training Criteria for Purely Sequence-trained Neural Network Acoustic Models. ICASSP Chao Weng, Dong Yu
2019	A	`conf`	A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation. INTERSPEECH Fahimeh Bahmaninezhad, Jian Wu, Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu
2019	A*	`conf`	A Fast and Accurate One-Stage Approach to Visual Grounding. ICCV Zhengyuan Yang, Boqing Gong, Liwei Wang, Wenbing Huang, Dong Yu, Jiebo Luo
2019	J	`jnl`	A Fast and Accurate One-Stage Approach to Visual Grounding. CoRR Zhengyuan Yang, Boqing Gong, Liwei Wang, Wenbing Huang, Dong Yu, Jiebo Luo
2019	J	`jnl`	A Random Gossip BMUF Process for Neural Language Modeling. CoRR Yiheng Huang, Jinchuan Tian, Lei Han, Guangsen Wang, Xingcheng Song, Dan Su, Dong Yu
2019	J	`jnl`	A Unified Framework for Speech Separation. CoRR Fahimeh Bahmaninezhad, Shi-Xiong Zhang, Yong Xu, Meng Yu, John H. L. Hansen, Dong Yu
2019	J	`jnl`	A comprehensive study of speech separation: spectrogram vs waveform separation. CoRR Fahimeh Bahmaninezhad, Jian Wu, Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu
2019	—	`conf`	Alleviate Cross-chunk Permutation through Chunk-level Speaker Embedding for Blind Speech Separation. APSIPA Rongzhi Gu, Junyi Peng, Yuexian Zou, Dong Yu
2019	J	`jnl`	Audio-Visual Speech Separation and Dereverberation with a Two-Stage Multimodal Network. CoRR Ke Tan, Yong Xu, Shi-Xiong Zhang, Meng Yu, Dong Yu
2019	—	`conf`	Automatic Prosodic Structure Labeling using DNN-BGRU-CRF Hybrid Neural Network. APSIPA Yao Du, Zhiyong Wu, Shiyin Kang, Dan Su, Dong Yu, Helen Meng
2019	Misc	`conf`	Boundary Discriminative Large Margin Cosine Loss for Text-independent Speaker Verification. ICASSP Rongjin Li, Na Li, Deyi Tuo, Meng Yu, Dan Su, Dong Yu
2019	Misc	`conf`	Component Fusion: Learning Replaceable Language Model Component for End-to-end Speech Recognition System. ICASSP Changhao Shan, Chao Weng, Guangsen Wang, Dan Su, Min Luo, Dong Yu, Lei Xie
2019	—	`conf`	Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network. ACL (1) Kun Xu, Liwei Wang, Mo Yu, Yansong Feng, Yan Song, Zhiguo Wang, Dong Yu
2019	J	`jnl`	Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network. CoRR Kun Xu, Liwei Wang, Mo Yu, Yansong Feng, Yan Song, Zhiguo Wang, Dong Yu
2019	J	`jnl`	DFSMN-SAN with Persistent Memory Model for Automatic Speech Recognition. CoRR Zhao You, Dan Su, Jie Chen, Chao Weng, Dong Yu
2019	J	`jnl`	DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension. CoRR Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Yejin Choi, Claire Cardie
2019	J	`jnl`	DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension. Trans. Assoc. Comput. Linguistics Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Yejin Choi, Claire Cardie
2019	A	`conf`	Disambiguation of Chinese Polyphones in an End-to-End Framework with Semantic Features Extracted by Pre-Trained BERT. INTERSPEECH Dongyang Dai, Zhiyong Wu, Shiyin Kang, Xixin Wu, Jia Jia, Dan Su, Dong Yu, Helen Meng
2019	J	`jnl`	DurIAN: Duration Informed Attention Network For Multimodal Synthesis. CoRR Chengzhu Yu, Heng Lu, Na Hu, Meng Yu, Chao Weng, Kun Xu, Peng Liu, Deyi Tuo, Shiyin Kang, Guangzhi Lei, Dan Su, Dong Yu
2019	Misc	`conf`	Encrypted Speech Recognition Using Deep Polynomial Networks. ICASSP Shi-Xiong Zhang, Yifan Gong, Dong Yu
2019	J	`jnl`	Encrypted Speech Recognition using Deep Polynomial Networks. CoRR Shi-Xiong Zhang, Yifan Gong, Dong Yu
2019	J	`jnl`	End-to-End Multi-Channel Speech Separation. CoRR Rongzhi Gu, Jian Wu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
2019	Misc	`conf`	Enhancing Hybrid Self-attention Structure with Relative-position-aware Bias for Speech Synthesis. ICASSP Shan Yang, Heng Lu, Shiying Kang, Lei Xie, Dong Yu
2019	J	`jnl`	Erratum to: Past review, current progress, and challenges ahead on the cocktail party problem. Frontiers Inf. Technol. Electron. Eng. Yanmin Qian, Chao Weng, Xuankai Chang, Shuai Wang, Dong Yu
2019	B	`conf`	Evidence Sentence Extraction for Machine Reading Comprehension. CoNLL Hai Wang, Dian Yu, Kai Sun, Jianshu Chen, Dong Yu, David A. McAllester, Dan Roth
2019	J	`jnl`	Evidence Sentence Extraction for Machine Reading Comprehension. CoRR Hai Wang, Dian Yu, Kai Sun, Jianshu Chen, Dong Yu, Dan Roth, David A. McAllester
2019	A	`conf`	Extract, Adapt and Recognize: An End-to-End Neural Network for Corrupted Monaural Speech Recognition. INTERSPEECH Max W. Y. Lam, Jun Wang, Xunying Liu, Helen Meng, Dan Su, Dong Yu
2019	A	`conf`	Improved Speaker-Dependent Separation for CHiME-5 Challenge. INTERSPEECH Jian Wu, Yong Xu, Shi-Xiong Zhang, Lianwu Chen, Meng Yu, Lei Xie, Dong Yu
2019	J	`jnl`	Improved Speaker-Dependent Separation for CHiME-5 Challenge. CoRR Jian Wu, Yong Xu, Shi-Xiong Zhang, Lianwu Chen, Meng Yu, Lei Xie, Dong Yu
2019	—	`conf`	Improving Machine Reading Comprehension with General Reading Strategies. NAACL-HLT (1) Kai Sun, Dian Yu, Dong Yu, Claire Cardie
2019	B	`conf`	Improving Pre-Trained Multilingual Model with Vocabulary Expansion. CoNLL Hai Wang, Dian Yu, Kai Sun, Jianshu Chen, Dong Yu
2019	J	`jnl`	Improving Pre-Trained Multilingual Models with Vocabulary Expansion. CoRR Hai Wang, Dian Yu, Kai Sun, Jianshu Chen, Dong Yu
2019	—	`conf`	Improving Question Answering with External Knowledge. MRQA@EMNLP Xiaoman Pan, Kai Sun, Dian Yu, Jianshu Chen, Heng Ji, Claire Cardie, Dong Yu
2019	J	`jnl`	Improving Question Answering with External Knowledge. CoRR Xiaoman Pan, Kai Sun, Dian Yu, Heng Ji, Dong Yu
2019	J	`jnl`	Improving Reverberant Speech Training Using Diffuse Acoustic Simulation. CoRR Zhenyu Tang, Lianwu Chen, Bo Wu, Dong Yu, Dinesh Manocha
2019	C	`conf`	Improving Speech Enhancement with Phonetic Embedding Features. ASRU Bo Wu, Meng Yu, Lianwu Chen, Mingjie Jin, Dan Su, Dong Yu
2019	Misc	`conf`	Investigating End-to-end Speech Recognition for Mandarin-english Code-switching. ICASSP Changhao Shan, Chao Weng, Guangsen Wang, Dan Su, Min Luo, Dong Yu, Lei Xie
2019	J	`jnl`	Joint Parsing and Generation for Abstractive Summarization. CoRR Kaiqiang Song, Logan Lebanoff, Qipeng Guo, Xipeng Qiu, Xiangyang Xue, Chen Li, Dong Yu, Fei Liu
2019	Misc	`conf`	Joint Training of Complex Ratio Mask Based Beamformer and Acoustic Model for Noise Robust Asr. ICASSP Yong Xu, Chao Weng, Like Hui, Jianming Liu, Meng Yu, Dan Su, Dong Yu
2019	—	`conf`	Knowledge-aware Pronoun Coreference Resolution. ACL (1) Hongming Zhang, Yan Song, Yangqiu Song, Dong Yu
2019	J	`jnl`	Knowledge-aware Pronoun Coreference Resolution. CoRR Hongming Zhang, Yan Song, Yangqiu Song, Dong Yu
2019	A	`conf`	Large Margin Training for Attention Based End-to-End Speech Recognition. INTERSPEECH Peidong Wang, Jia Cui, Chao Weng, Dong Yu
2019	Misc	`conf`	Learning Discriminative Features in Sequence Training without Requiring Framewise Labelled Data. ICASSP Jun Wang, Dan Su, Jie Chen, Shulin Feng, Dongpeng Ma, Na Li, Dong Yu
2019	J	`jnl`	Learning Singing From Speech. CoRR Liqiang Zhang, Chengzhu Yu, Heng Lu, Chao Weng, Yusong Wu, Xiang Xie, Zijin Li, Dong Yu
2019	J	`jnl`	Learning Word Embeddings with Domain Awareness. CoRR Guoyin Wang, Yan Song, Yue Zhang, Dong Yu
2019	J	`jnl`	Learning discriminative features in sequence training without requiring framewise labelled data. CoRR Jun Wang, Dan Su, Jie Chen, Shulin Feng, Dongpeng Ma, Na Li, Dong Yu
2019	J	`jnl`	Maximizing Mutual Information for Tacotron. CoRR Peng Liu, Xixin Wu, Shiyin Kang, Guangzhi Li, Dan Su, Dong Yu
2019	J	`jnl`	Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition. CoRR Chao Weng, Chengzhu Yu, Jia Cui, Chunlei Zhang, Dong Yu
2019	J	`jnl`	Mixup-breakdown: a consistency training method for improving generalization of speech separation models. CoRR Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu
2019	J	`jnl`	Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations. CoRR Sangwoo Cho, Chen Li, Dong Yu, Hassan Foroosh, Fei Liu
2019	Misc	`conf`	Multi-band PIT and Model Integration for Improved Multi-channel Speech Separation. ICASSP Lianwu Chen, Meng Yu, Dan Su, Dong Yu
2019	—	`conf`	Multiplex Word Embeddings for Selectional Preference Acquisition. EMNLP/IJCNLP (1) Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu
2019	A	`conf`	Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information. INTERSPEECH Rongzhi Gu, Lianwu Chen, Shi-Xiong Zhang, Jimeng Zheng, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
2019	J	`jnl`	PitchNet: Unsupervised Singing Voice Conversion with Pitch Adversarial Network. CoRR Chengqi Deng, Chengzhu Yu, Heng Lu, Chao Weng, Dong Yu
2019	J	`jnl`	Probing Prior Knowledge Needed in Challenging Chinese Machine Reading Comprehension. CoRR Kai Sun, Dian Yu, Dong Yu, Claire Cardie
2019	—	`conf`	Prosodic Structure Prediction using Deep Self-attention Neural Network. APSIPA Yao Du, Zhiyong Wu, Shiyin Kang, Dan Su, Dong Yu, Helen Meng
2019	Misc	`conf`	Quasi-fully Convolutional Neural Network with Variational Inference for Speech Synthesis. ICASSP Mu Wang, Xixin Wu, Zhiyong Wu, Shiyin Kang, Deyi Tuo, Guangzhi Li, Dan Su, Dong Yu, Helen Meng
2019	—	`conf`	Reliability-aware Dynamic Feature Composition for Name Tagging. ACL (1) Ying Lin, Liyuan Liu, Heng Ji, Dong Yu, Jiawei Han
2019	Misc	`conf`	Seq2Seq Attentional Siamese Neural Networks for Text-dependent Speaker Verification. ICASSP Yichi Zhang, Meng Yu, Na Li, Chengzhu Yu, Jia Cui, Dong Yu
2019	J	`jnl`	Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks. CoRR Xingcheng Song, Guangsen Wang, Zhiyong Wu, Yiheng Huang, Dan Su, Dong Yu, Helen Meng
2019	C	`conf`	Syllable-Dependent Discriminative Learning for Small Footprint Text-Dependent Speaker Verification. ASRU Junyi Peng, Yuexian Zou, Na Li, Deyi Tuo, Dan Su, Meng Yu, Chunlei Zhang, Dong Yu
2019	J	`jnl`	Synthesising Expressiveness in Peking Opera via Duration Informed Attention Network. CoRR Yusong Wu, Shengchen Li, Chengzhu Yu, Heng Lu, Chao Weng, Liqiang Zhang, Dong Yu
2019	Misc	`conf`	Teach an All-rounder with Experts in Different Domains. ICASSP Zhao You, Dan Su, Dong Yu
2019	J	`jnl`	Teach an all-rounder with experts in different domains. CoRR Zhao You, Dan Su, Dong Yu
2019	C	`conf`	Time Domain Audio Visual Speech Separation. ASRU Jian Wu, Yong Xu, Shi-Xiong Zhang, Lianwu Chen, Meng Yu, Lei Xie, Dong Yu
2019	J	`jnl`	Time Domain Audio Visual Speech Separation. CoRR Jian Wu, Yong Xu, Shi-Xiong Zhang, Lianwu Chen, Meng Yu, Lei Xie, Dong Yu
2019	Misc	`conf`	Token-wise Training for Attention Based End-to-end Speech Recognition. ICASSP Peidong Wang, Jia Cui, Chao Weng, Dong Yu
2019	A*	`conf`	Unsupervised Neural Aspect Extraction with Sememes. IJCAI Ling Luo, Xiang Ao, Yan Song, Jinyao Li, Xiaopeng Yang, Qing He, Dong Yu
2019	—	`conf`	Unsupervised Speech Recognition via Segmental Empirical Output Distribution Matching. ICLR (Poster) Chih-Kuan Yeh, Jianshu Chen, Chengzhu Yu, Dong Yu
2018	J	`jnl`	A Comparison of Lattice-free Discriminative Training Criteria for Purely Sequence-Trained Neural Network Acoustic Models. CoRR Chao Weng, Dong Yu
2018	A	`conf`	A Multistage Training Framework for Acoustic-to-Word Model. INTERSPEECH Chengzhu Yu, Chunlei Zhang, Chao Weng, Jia Cui, Dong Yu
2018	Misc	`conf`	Adaptive Permutation Invariant Training with Auxiliary Information for Monaural Multi-Talker Speech Recognition. ICASSP Xuankai Chang, Yanmin Qian, Dong Yu
2018	—	`conf`	An Exploration of Directly Using Word as ACOUSTIC Modeling Unit for Speech Recognition. SLT Chunlei Zhang, Chengzhu Yu, Chao Weng, Jia Cui, Dong Yu
2018	A	`conf`	Deep Discriminative Embeddings for Duration Robust Speaker Verification. INTERSPEECH Na Li, Deyi Tuo, Dan Su, Zhifeng Li, Dong Yu
2018	J	`jnl`	Deep Extractor Network for Target Speaker Recovery From Single Channel Speech Mixtures. CoRR Jun Wang, Jie Chen, Dan Su, Lianwu Chen, Meng Yu, Yanmin Qian, Dong Yu
2018	A	`conf`	Deep Extractor Network for Target Speaker Recovery from Single Channel Speech Mixtures. INTERSPEECH Jun Wang, Jie Chen, Dan Su, Lianwu Chen, Meng Yu, Yanmin Qian, Dong Yu
2018	J	`jnl`	Erratum to: Past review, current progress, and challenges ahead on the cocktail party problem. Frontiers Inf. Technol. Electron. Eng. Yanmin Qian, Chao Weng, Xuankai Chang, Shuai Wang, Dong Yu
2018	A	`conf`	Improving Attention Based Sequence-to-Sequence Models for End-to-End English Conversational Speech Recognition. INTERSPEECH Chao Weng, Jia Cui, Guangsen Wang, Jun Wang, Chengzhu Yu, Dan Su, Dong Yu
2018	—	`conf`	Improving Attention-Based End-to-End ASR Systems with Sequence-Based Loss Functions. SLT Jia Cui, Chao Weng, Guangsen Wang, Jun Wang, Peidong Wang, Chengzhu Yu, Dan Su, Dong Yu
2018	J	`jnl`	Improving Machine Reading Comprehension with General Reading Strategies. CoRR Kai Sun, Dian Yu, Dong Yu, Claire Cardie
2018	Misc	`conf`	Knowledge Transfer in Permutation Invariant Training for Single-Channel Multi-Talker Speech Recognition. ICASSP Tian Tan, Yanmin Qian, Dong Yu
2018	A	`conf`	Monaural Multi-Talker Speech Recognition with Attention Mechanism and Gated Convolutional Networks. INTERSPEECH Xuankai Chang, Yanmin Qian, Dong Yu
2018	J	`jnl`	Past review, current progress, and challenges ahead on the cocktail party problem. Frontiers Inf. Technol. Electron. Eng. Yanmin Qian, Chao Weng, Xuankai Chang, Shuai Wang, Dong Yu
2018	A	`conf`	Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation. INTERSPEECH Lianwu Chen, Meng Yu, Yanmin Qian, Dan Su, Dong Yu
2018	A	`conf`	Rapid Style Adaptation Using Residual Error Embedding for Expressive Speech Synthesis. INTERSPEECH Xixin Wu, Yuewen Cao, Mu Wang, Songxiang Liu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng
2018	J	`jnl`	Recent Progresses in Deep Learning based Acoustic Models (Updated). CoRR Dong Yu, Jinyu Li
2018	J	`jnl`	Single-channel multi-talker speech recognition with permutation invariant training. Speech Commun. Yanmin Qian, Xuankai Chang, Dong Yu
2018	—	`conf`	Speech Super-Resolution Using Parallel WaveNet. ISCSLP Mu Wang, Zhiyong Wu, Shiyin Kang, Xixin Wu, Jia Jia, Dan Su, Dong Yu, Helen Meng
2018	A	`conf`	Text-Dependent Speech Enhancement for Small-Footprint Robust Keyword Detection. INTERSPEECH Meng Yu, Xuan Ji, Yi Gao, Lianwu Chen, Jie Chen, Jimeng Zheng, Dan Su, Dong Yu
2018	J	`jnl`	Unsupervised Speech Recognition via Segmental Empirical Output Distribution Matching. CoRR Chih-Kuan Yeh, Jianshu Chen, Chengzhu Yu, Dong Yu
2018	A*	`conf`	XL-NBT: A Cross-lingual Neural Belief Tracking Framework. EMNLP Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang
2018	J	`jnl`	XL-NBT: A Cross-lingual Neural Belief Tracking Framework. CoRR Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang
2017	—	`ch.`	Advanced Recurrent Neural Networks for Automatic Speech Recognition. New Era for Robust Speech Recognition, Exploiting Deep Learning Yu Zhang, Dong Yu, Guoguo Chen
2017	—	`ch.`	Discriminative Beamforming with Phase-Aware Neural Networks for Speech Enhancement and Recognition. New Era for Robust Speech Recognition, Exploiting Deep Learning Xiong Xiao, Shinji Watanabe, Hakan Erdogan, Michael I. Mandel, Liang Lu, John R. Hershey, Michael L. Seltzer, Guoguo Chen, Yu Zhang, Dong Yu
2017	A	`conf`	Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling. INTERSPEECH Wenpeng Li, Binbin Zhang, Lei Xie, Dong Yu
2017	J	`jnl`	Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling. CoRR Wenpeng Li, Binbin Zhang, Lei Xie, Dong Yu
2017	J	`jnl`	Joint Separation and Denoising of Noisy Multi-talker Speech using Recurrent Neural Networks and Permutation Invariant Training. CoRR Morten Kolbæk, Dong Yu, Zheng-Hua Tan, Jesper Jensen
2017	—	`conf`	Joint separation and denoising of noisy multi-talker speech using recurrent neural networks and permutation invariant training. MLSP Morten Kolbaek, Dong Yu, Zheng-Hua Tan, Jesper Jensen
2017	J	`jnl`	Multi-talker Speech Separation and Tracing with Permutation Invariant Training of Deep Recurrent Neural Networks. CoRR Morten Kolbæk, Dong Yu, Zheng-Hua Tan, Jesper Jensen
2017	J	`jnl`	Multitalker Speech Separation With Utterance-Level Permutation Invariant Training of Deep Recurrent Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. Morten Kolbaek, Dong Yu, Zheng-Hua Tan, Jesper Jensen
2017	Misc	`conf`	Permutation invariant training of deep models for speaker-independent multi-talker speech separation. ICASSP Dong Yu, Morten Kolbæk, Zheng-Hua Tan, Jesper Jensen
2017	J	`jnl`	Recent progresses in deep learning based acoustic models. IEEE CAA J. Autom. Sinica Dong Yu, Jinyu Li
2017	A	`conf`	Recognizing Multi-Talker Speech with Permutation Invariant Training. INTERSPEECH Dong Yu, Xuankai Chang, Yanmin Qian
2017	J	`jnl`	Recognizing Multi-talker Speech with Permutation Invariant Training. CoRR Dong Yu, Xuankai Chang, Yanmin Qian
2017	—	`ch.`	Sequence-Discriminative Training of Neural Networks. New Era for Robust Speech Recognition, Exploiting Deep Learning Guoguo Chen, Yu Zhang, Dong Yu
2017	J	`jnl`	Single-Channel Multi-talker Speech Recognition with Permutation Invariant Training. CoRR Yanmin Qian, Xuankai Chang, Dong Yu
2017	Misc	`conf`	The microsoft 2016 conversational speech recognition system. ICASSP Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
2017	J	`jnl`	Toward Human Parity in Conversational Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Michael L. Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
2016	J	`jnl`	Achieving Human Parity in Conversational Speech Recognition. CoRR Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
2016	Misc	`conf`	An investigation into using parallel data for far-field speech recognition. ICASSP Yanmin Qian, Tian Tan, Dong Yu
2016	A	`conf`	Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention. INTERSPEECH Dong Yu, Wayne Xiong, Jasha Droppo, Andreas Stolcke, Guoli Ye, Jinyu Li, Geoffrey Zweig
2016	Misc	`conf`	Deep beamforming networks for multi-channel speech recognition. ICASSP Xiong Xiao, Shinji Watanabe, Hakan Erdogan, Liang Lu, John R. Hershey, Michael L. Seltzer, Guoguo Chen, Yu Zhang, Michael I. Mandel, Dong Yu
2016	Misc	`conf`	Highway long short-term memory RNNS for distant speech recognition. ICASSP Yu Zhang, Guoguo Chen, Dong Yu, Kaisheng Yao, Sanjeev Khudanpur, James R. Glass
2016	Misc	`conf`	Integrated adaptation with multi-factor joint-learning for far-field speech recognition. ICASSP Yanmin Qian, Tian Tan, Dong Yu, Yu Zhang
2016	J	`jnl`	Neural Network Based Multi-Factor Aware Joint Training for Robust Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Yanmin Qian, Tian Tan, Dong Yu
2016	J	`jnl`	Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation. CoRR Dong Yu, Morten Kolbæk, Zheng-Hua Tan, Jesper Jensen
2016	Misc	`conf`	Prediction-adaptation-correction recurrent neural networks for low-resource language speech recognition. ICASSP Yu Zhang, Ekapol Chuangsuwanich, James R. Glass, Dong Yu
2016	—	`conf`	Recurrent Support Vector Machines For Slot Tagging In Spoken Language Understanding. HLT-NAACL Yangyang Shi, Kaisheng Yao, Hu Chen, Dong Yu, Yi-Cheng Pan, Mei-Yuh Hwang
2016	Misc	`conf`	Speaker-aware training of LSTM-RNNS for acoustic modelling. ICASSP Tian Tan, Yanmin Qian, Dong Yu, Souvik Kundu, Liang Lu, Khe Chai Sim, Xiong Xiao, Yu Zhang
2016	J	`jnl`	The Microsoft 2016 Conversational Speech Recognition System. CoRR Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
2015	J	`jnl`	Deep Neural Networks for Single-Channel Multi-Talker Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Chao Weng, Dong Yu, Michael L. Seltzer, Jasha Droppo
2015	C	`conf`	Deep bi-directional recurrent networks over spectral windows. ASRU Abdel-rahman Mohamed, Frank Seide, Dong Yu, Jasha Droppo, Andreas Stolcke, Geoffrey Zweig, Gerald Penn
2015	J	`jnl`	Highway Long Short-Term Memory RNNs for Distant Speech Recognition. CoRR Yu Zhang, Guoguo Chen, Dong Yu, Kaisheng Yao, Sanjeev Khudanpur, James R. Glass
2015	Misc	`conf`	Improving speech recognition in reverberation using a room-aware deep neural network and multi-task learning. ICASSP Ritwik Giri, Michael L. Seltzer, Jasha Droppo, Dong Yu
2015	J	`jnl`	Prediction-Adaptation-Correction Recurrent Neural Networks for Low-Resource Language Speech Recognition. CoRR Yu Zhang, Ekapol Chuangsuwanich, James R. Glass, Dong Yu
2015	Misc	`conf`	Speech recognition with prediction-adaptation-correction recurrent neural networks. ICASSP Yu Zhang, Dong Yu, Michael L. Seltzer, Jasha Droppo
2015	J	`jnl`	The Computational Network Toolkit [Best of the Web]. IEEE Signal Process. Mag. Dong Yu, Kaisheng Yao, Yu Zhang
2015	J	`jnl`	Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. Grégoire Mesnil, Yann N. Dauphin, Kaisheng Yao, Yoshua Bengio, Li Deng, Dilek Hakkani-Tür, Xiaodong He, Larry P. Heck, Gökhan Tür, Dong Yu, Geoffrey Zweig
2014	A	`conf`	1-bit stochastic gradient descent and its application to data-parallel distributed training of speech DNNs. INTERSPEECH Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
2014	A	`conf`	A comparative analytic study on the Gaussian mixture and context dependent deep neural network hidden Markov models. INTERSPEECH Yan Huang, Dong Yu, Chaojun Liu, Yifan Gong
2014	J	`jnl`	A fast maximum likelihood nonlinear feature transformation method for GMM-HMM speaker adaptation. Neurocomputing Kaisheng Yao, Dong Yu, Li Deng, Yifan Gong
2014	A	`conf`	An introduction to computational networks and the computational network toolkit (invited talk). INTERSPEECH Dong Yu, Adam Eversole, Michael L. Seltzer, Kaisheng Yao, Brian Guenter, Oleksii Kuchaiev, Frank Seide, Huaming Wang, Jasha Droppo, Zhiheng Huang, Geoffrey Zweig, Christopher J. Rossbach, Jon Currey
2014	J	`jnl`	Convolutional Neural Networks for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Ossama Abdel-Hamid, Abdel-rahman Mohamed, Hui Jiang, Li Deng, Gerald Penn, Dong Yu
2014	J	`jnl`	Deep Learning: Methods and Applications. Found. Trends Signal Process. Li Deng, Dong Yu
2014	A	`conf`	Multi-accent deep neural network acoustic model with accent-specific top layer using the KLD-regularized model adaptation. INTERSPEECH Yan Huang, Dong Yu, Chaojun Liu, Yifan Gong
2014	Misc	`conf`	On parallelizability of stochastic gradient descent for speech DNNS. ICASSP Frank Seide, Hao Fu, Jasha Droppo, Gang Li, Dong Yu
2014	Misc	`conf`	Phone sequence modeling with recurrent neural networks. ICASSP Nicolas Boulanger-Lewandowski, Jasha Droppo, Mike Seltzer, Dong Yu
2014	Misc	`conf`	Recurrent conditional random field for language understanding. ICASSP Kaisheng Yao, Baolin Peng, Geoffrey Zweig, Dong Yu, Xiaolong Li, Feng Gao
2014	Misc	`conf`	Recurrent deep neural networks for robust speech recognition. ICASSP Chao Weng, Dong Yu, Shinji Watanabe, Biing-Hwang Fred Juang
2014	Misc	`conf`	Single-channel mixed speech recognition using deep neural networks. ICASSP Chao Weng, Dong Yu, Michael L. Seltzer, Jasha Droppo
2014	Misc	`conf`	Singular value decomposition based low-footprint speaker adaptation and personalization for deep neural network. ICASSP Jian Xue, Jinyu Li, Dong Yu, Mike Seltzer, Yifan Gong
2014	A	`conf`	Speech emotion recognition using deep neural network and extreme learning machine. INTERSPEECH Kun Han, Dong Yu, Ivan Tashev
2014	—	`conf`	Spoken language understanding using long short-term memory neural networks. SLT Kaisheng Yao, Baolin Peng, Yu Zhang, Dong Yu, Geoffrey Zweig, Yangyang Shi
2013	Misc	`conf`	A deep convolutional neural network using heterogeneous pooling for trading acoustic invariance with phonetic confusion. ICASSP Li Deng, Ossama Abdel-Hamid, Dong Yu
2013	Misc	`conf`	An investigation of deep neural networks for noise robust speech recognition. ICASSP Michael L. Seltzer, Dong Yu, Yongqiang Wang
2013	Misc	`conf`	Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers. ICASSP Jui-Ting Huang, Jinyu Li, Dong Yu, Li Deng, Yifan Gong
2013	A	`conf`	Deep segmental neural networks for speech recognition. INTERSPEECH Ossama Abdel-Hamid, Li Deng, Dong Yu, Hui Jiang
2013	Misc	`conf`	Error back propagation for sequence training of Context-Dependent Deep NetworkS for conversational speech transcription. ICASSP Hang Su, Gang Li, Dong Yu, Frank Seide
2013	J	`jnl`	Exploiting deep neural networks for detection-based speech recognition. Neurocomputing Sabato Marco Siniscalchi, Dong Yu, Li Deng, Chin-Hui Lee
2013	A	`conf`	Exploring convolutional neural network structures and optimization techniques for speech recognition. INTERSPEECH Ossama Abdel-Hamid, Li Deng, Dong Yu
2013	A*	`conf`	Feature Learning in Deep Neural Networks - A Study on Speech Recognition Tasks ICLR Dong Yu, Michael L. Seltzer, Jinyu Li, Jui-Ting Huang, Frank Seide
2013	Misc	`conf`	KL-divergence regularized deep neural network adaptation for improved large vocabulary speech recognition. ICASSP Dong Yu, Kaisheng Yao, Hang Su, Gang Li, Frank Seide
2013	Misc	`conf`	Large-scale malware classification using random projections and neural networks. ICASSP George E. Dahl, Jack W. Stokes, Li Deng, Dong Yu
2013	J	`jnl`	Modeling Spectral Envelopes Using Restricted Boltzmann Machines and Deep Belief Networks for Statistical Parametric Speech Synthesis. IEEE Trans. Speech Audio Process. Zhen-Hua Ling, Li Deng, Dong Yu
2013	Misc	`conf`	Modeling spectral envelopes using restricted Boltzmann machines for statistical parametric speech synthesis. ICASSP Zhen-Hua Ling, Li Deng, Dong Yu
2013	Misc	`conf`	Recent advances in deep learning for speech research at Microsoft. ICASSP Li Deng, Jinyu Li, Jui-Ting Huang, Kaisheng Yao, Dong Yu, Frank Seide, Michael L. Seltzer, Geoffrey Zweig, Xiaodong He, Jason D. Williams, Yifan Gong, Alex Acero
2013	A	`conf`	Recurrent neural networks for language understanding. INTERSPEECH Kaisheng Yao, Geoffrey Zweig, Mei-Yuh Hwang, Yangyang Shi, Dong Yu
2013	A	`conf`	Semi-supervised GMM and DNN acoustic model training with multi-system combination and confidence re-calibration. INTERSPEECH Yan Huang, Dong Yu, Yifan Gong, Chaojun Liu
2013	J	`jnl`	Speech Recognition Using Long-Span Temporal Patterns in a Deep Network Model. IEEE Signal Process. Lett. Sabato Marco Siniscalchi, Dong Yu, Li Deng, Chin-Hui Lee
2013	J	`jnl`	Tensor Deep Stacking Networks. IEEE Trans. Pattern Anal. Mach. Intell. Brian Hutchinson, Li Deng, Dong Yu
2013	J	`jnl`	The Deep Tensor Neural Network With Applications to Large Vocabulary Speech Recognition. IEEE Trans. Speech Audio Process. Dong Yu, Li Deng, Frank Seide
2012	Misc	`conf`	A deep architecture with bilinear modeling of hidden representations: Applications to phonetic recognition. ICASSP Brian Hutchinson, Li Deng, Dong Yu
2012	—	`conf`	Adaptation of context-dependent deep neural networks for automatic speech recognition. SLT Kaisheng Yao, Dong Yu, Frank Seide, Hang Su, Li Deng, Yifan Gong
2012	Misc	`conf`	Boosting attribute and phone estimation accuracies with deep neural networks for detection-based speech recognition. ICASSP Dong Yu, Sabato Marco Siniscalchi, Li Deng, Chin-Hui Lee
2012	J	`jnl`	Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition. IEEE Trans. Speech Audio Process. George E. Dahl, Dong Yu, Li Deng, Alex Acero
2012	—	`conf`	Context-dependent Deep Neural Networks for audio indexing of real-life data. SLT Gang Li, Huifeng Zhu, Gong Cheng, Kit Thambiratnam, Behrooz Chitsaz, Dong Yu, Frank Seide
2012	A*	`conf`	Conversational Speech Transcription Using Context-Dependent Deep Neural Networks. ICML Dong Yu, Frank Seide, Gang Li
2012	J	`jnl`	Efficient and effective algorithms for training single-hidden-layer neural networks. Pattern Recognit. Lett. Dong Yu, Li Deng
2012	Misc	`conf`	Exploiting sparseness in deep neural networks for large vocabulary speech recognition. ICASSP Dong Yu, Frank Seide, Gang Li, Li Deng
2012	—	`conf`	Improving wideband speech recognition using mixed-bandwidth training data in CD-DNN-HMM. SLT Jinyu Li, Dong Yu, Jui-Ting Huang, Yifan Gong
2012	J	`jnl`	Introduction to the Special Section on Deep Learning for Speech and Language Processing. IEEE Trans. Speech Audio Process. Dong Yu, Geoffrey E. Hinton, Nelson Morgan, Jen-Tzung Chien, Shigeki Sagayama
2012	A	`conf`	Large Vocabulary Speech Recognition Using Deep Tensor Neural Networks. INTERSPEECH Dong Yu, Li Deng, Frank Seide
2012	A	`conf`	Parallel Training for Deep Stacking Networks. INTERSPEECH Li Deng, Brian Hutchinson, Dong Yu
2012	A	`conf`	Pipelined Back-Propagation for Context-Dependent Deep Neural Networks. INTERSPEECH Xie Chen, Adam Eversole, Gang Li, Dong Yu, Frank Seide
2012	Misc	`conf`	Scalable stacking and learning for building deep architectures. ICASSP Li Deng, Dong Yu, John C. Platt
2011	A	`conf`	Accelerated Parallelizable Neural Network Learning Algorithm for Speech Recognition. INTERSPEECH Dong Yu, Li Deng
2011	J	`jnl`	Calibration of Confidence Measures in Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Dong Yu, Jinyu Li, Li Deng
2011	A	`conf`	Conversational Speech Transcription Using Context-Dependent Deep Neural Networks. INTERSPEECH Frank Seide, Gang Li, Dong Yu
2011	A	`conf`	Deep Convex Net: A Scalable Architecture for Speech Pattern Classification. INTERSPEECH Dong Yu, Li Deng
2011	J	`jnl`	Deep Learning and Its Applications to Signal and Information Processing [Exploratory DSP]. IEEE Signal Process. Mag. Dong Yu, Li Deng
2011	C	`conf`	Feature engineering in Context-Dependent Deep Neural Networks for conversational speech transcription. ASRU Frank Seide, Gang Li, Xie Chen, Dong Yu
2011	A	`conf`	Improved Bottleneck Features Using Pretrained Deep Neural Networks. INTERSPEECH Dong Yu, Michael L. Seltzer
2011	J	`jnl`	In-Car Media Search. IEEE Signal Process. Mag. Michael L. Seltzer, Yun-Cheng Ju, Ivan Tashev, Ye-Yi Wang, Dong Yu
2011	Misc	`conf`	Large vocabulary continuous speech recognition with context-dependent DBN-HMMS. ICASSP George E. Dahl, Dong Yu, Li Deng, Alex Acero
2010	J	`jnl`	Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion. Comput. Speech Lang. Dong Yu, Balakrishnan Varadarajan, Li Deng, Alex Acero
2010	A	`conf`	Binary coding of speech spectrograms using a deep auto-encoder. INTERSPEECH Li Deng, Michael L. Seltzer, Dong Yu, Alex Acero, Abdel-rahman Mohamed, Geoffrey E. Hinton
2010	A	`conf`	Deep-structured hidden conditional random fields for phonetic recognition. INTERSPEECH Dong Yu, Li Deng
2010	A	`conf`	Investigation of full-sequence training of deep belief networks for speech recognition. INTERSPEECH Abdel-rahman Mohamed, Dong Yu, Li Deng
2010	Misc	`conf`	Language recognition using deep-structured conditional random fields. ICASSP Dong Yu, Shizhen Wang, Zahi N. Karam, Li Deng
2010	Misc	`conf`	Semantic confidence calibration for spoken dialog applications. ICASSP Dong Yu, Li Deng
2010	J	`jnl`	Sequential Labeling Using Deep-Structured Conditional Random Fields. IEEE J. Sel. Top. Signal Process. Dong Yu, Shizhen Wang, Li Deng
2010	A	`conf`	Unscented transform with online distortion estimation for HMM adaptation. INTERSPEECH Jinyu Li, Dong Yu, Yifan Gong, Li Deng
2010	Misc	`conf`	Word confidence calibration using a maximum entropy model with constraints on confidence and word distributions. ICASSP Dong Yu, Shizhen Wang, Jinyu Li, Li Deng
2009	J	`jnl`	A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models. IEEE Trans. Speech Audio Process. Dong Yu, Li Deng, Yifan Gong, Alex Acero
2009	Misc	`conf`	A study on multilingual acoustic modeling for large vocabulary ASR. ICASSP Hui Lin, Li Deng, Dong Yu, Yifan Gong, Alex Acero, Chin-Hui Lee
2009	J	`jnl`	A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions. Comput. Speech Lang. Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
2009	Misc	`conf`	Cross-lingual speech recognition under runtime resource constraints. ICASSP Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero
2009	Misc	`conf`	Discriminative pronounciation learning using phonetic decoder and minimum-classification-error criterion. ICASSP Oriol Vinyals, Li Deng, Dong Yu, Alex Acero
2009	A	`conf`	Hidden conditional random field with distribution constraints for phone classification. INTERSPEECH Dong Yu, Li Deng, Alex Acero
2009	Misc	`conf`	Maximizing global entropy reduction for active learning in speech recognition. ICASSP Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
2009	J	`jnl`	Solving nonlinear estimation problems using splines [Lecture Notes]. IEEE Signal Process. Mag. Dong Yu, Li Deng
2009	Misc	`conf`	Using collective information in semi-supervised learning for speech recognition. ICASSP Balakrishnan Varadarajan, Dong Yu, Li Deng, Alex Acero
2009	J	`jnl`	Using continuous features in the maximum entropy model. Pattern Recognit. Lett. Dong Yu, Li Deng, Alex Acero
2008	Misc	`conf`	A minimum-mean-square-error noise reduction algorithm on Mel-frequency cepstra for robust speech recognition. ICASSP Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
2008	Misc	`conf`	Adaptation of compressed HMM parameters for resource-constrained speech recognition. ICASSP Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero
2008	J	`jnl`	An Integrative and Discriminative Technique for Spoken Utterance Classification. IEEE Trans. Speech Audio Process. Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero
2008	J	`jnl`	An introduction to voice search. IEEE Signal Process. Mag. Ye-Yi Wang, Dong Yu, Yun-Cheng Ju, Alex Acero
2008	A	`conf`	Discriminative training of variable-parameter HMMs for noise robust speech recognition. INTERSPEECH Dong Yu, Li Deng, Yifan Gong, Alex Acero
2008	Misc	`conf`	HMM adaptation using a phase-sensitive acoustic distortion model for environment-robust speech recognition. ICASSP Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
2008	—	`conf`	Improvements on Mel-Frequency Cepstrum Minimum-Mean-Square-Error Noise Suppressor for Robust Speech Recognition. ISCSLP Dong Yu, Li Deng, Jian Wu, Yifan Gong, Alex Acero
2008	J	`jnl`	Large-margin minimum classification error training: A theoretical risk minimization perspective. Comput. Speech Lang. Dong Yu, Li Deng, Xiaodong He, Alex Acero
2008	A	`conf`	Parameter clustering and sharing in variable-parameter HMMs for noise robust speech recognition. INTERSPEECH Dong Yu, Li Deng, Yifan Gong, Alex Acero
2008	J	`jnl`	Robust Speech Recognition Using a Cepstral Minimum-Mean-Square-Error-Motivated Noise Suppressor. IEEE Trans. Speech Audio Process. Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
2007	—	`conf`	A Discriminative Training Framework using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification. ICASSP (4) Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero
2007	A	`conf`	Automated directory assistance system - from theory to practice. INTERSPEECH Dong Yu, Yun-Cheng Ju, Ye-Yi Wang, Geoffrey Zweig, Alex Acero
2007	B	`conf`	Commute UX: Telephone Dialog System for Location-based Services. SIGdial Ivan Tashev, Michael L. Seltzer, Yun-Cheng Ju, Dong Yu, Alex Acero
2007	A	`conf`	Confidence measures for voice search applications. INTERSPEECH Ye-Yi Wang, Dong Yu, Yun-Cheng Ju, Geoffrey Zweig, Alex Acero
2007	A	`conf`	Handling phonetic context and speaker variation in a structure-based speech recognizer. INTERSPEECH Dong Yu, Li Deng, Alex Acero
2007	C	`conf`	High-performance hmm adaptation with joint compensation of additive and convolutive distortions via Vector Taylor Series. ASRU Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
2007	J	`jnl`	Improving the quality of alerts and predicting intruder's next goal with Hidden Colored Petri-Net. Comput. Networks Dong Yu, Deborah A. Frincke
2007	—	`conf`	Large-Margin Discriminative Training of Hidden Markov Models for Speech Recognition. ICSC Dong Yu, Li Deng
2007	—	`conf`	Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks. ICASSP (4) Dong Yu, Li Deng, Xiaodong He, Alex Acero
2007	J	`jnl`	Speaker-adaptive learning of resonance targets in a hidden trajectory model of speech coarticulation. Comput. Speech Lang. Dong Yu, Li Deng, Alex Acero
2007	A	`conf`	The voice-rate dialog system for consumer ratings. INTERSPEECH Geoffrey Zweig, Patrick Nguyen, Yun-Cheng Ju, Ye-Yi Wang, Dong Yu, Alex Acero
2007	—	`conf`	Use of Differential Cepstra as Acoustic Features in Hidden Trajectory Modeling for Phonetic Recognition. ICASSP (4) Li Deng, Dong Yu
2007	—	`conf`	Voice-Rate: A Dialog System for Consumer Ratings. HLT-NAACL (Demonstrations) Geoffrey Zweig, Yun-Cheng Ju, Patrick Nguyen, Dong Yu, Ye-Yi Wang, Alex Acero
2007	A	`conf`	Voicepedia: towards speech-based access to unstructured information. INTERSPEECH J. Sherwani, Dong Yu, Tim Paek, Mary Czerwinski, Yun-Cheng Ju, Alex Acero
2006	J	`jnl`	A bidirectional target-filtering model of speech coarticulation and reduction: two-stage implementation for phonetic recognition. IEEE Trans. Speech Audio Process. Li Deng, Dong Yu, Alex Acero
2006	J	`jnl`	A lattice search technique for a long-contextual-span hidden trajectory model of speech. Speech Commun. Dong Yu, Li Deng, Alex Acero
2006	A	`conf`	A time-synchronous phonetic decoder for a long-contextual-Span hidden trajectory model. INTERSPEECH Xiaolong Li, Li Deng, Dong Yu, Alex Acero
2006	A	`conf`	An effective and efficient utterance verification technology using word n-gram filler models. INTERSPEECH Dong Yu, Yun-Cheng Ju, Alex Acero
2006	—	`conf`	N-Gram Based Filler Model for Robust Grammar Authoring. ICASSP (1) Dong Yu, Yun-Cheng Ju, Ye-Yi Wang, Alex Acero
2006	J	`jnl`	Structured speech modeling. IEEE Trans. Speech Audio Process. Li Deng, Dong Yu, Alex Acero
2006	A	`conf`	Use of incrementally regulated discriminative margins in MCE training for speech recognition. INTERSPEECH Dong Yu, Li Deng, Xiaodong He, Alex Acero
2005	—	`conf`	A Hidden Trajectory Model with Bi-directional Target-Filtering: Cascaded vs. Integrated Implementation for Phonetic Recognition. ICASSP (1) Li Deng, Xiang Li, Dong Yu, Alex Acero
2005	J	`jnl`	A Speech-Centric Perspective for Human-Computer Interface: A Case Study. J. VLSI Signal Process. Li Deng, Dong Yu
2005	—	`conf`	Alert confidence fusion in intrusion detection systems with extended Dempster-Shafer theory. ACM Southeast Regional Conference (2) Dong Yu, Deborah A. Frincke
2005	A	`conf`	Evaluation of a long-contextual-Span hidden trajectory model and phonetic recognizer using a* lattice search. INTERSPEECH Dong Yu, Li Deng, Alex Acero
2005	A	`conf`	Learning statistically characterized resonance targets in a hidden trajectory model of speech coarticulation and reduction. INTERSPEECH Li Deng, Dong Yu, Alex Acero
2005	—	`conf`	Maximum Entropy Based Generic Filter for Language Model Adaptation. ICASSP (1) Dong Yu, Milind Mahajan, Peter Mau, Alex Acero
2005	J	`jnl`	Semiautomatic Improvements of System-Initiative Spoken Dialog Applications Using Interactive Clustering. IEEE Trans. Speech Audio Process. Dong Yu, Alex Acero
2004	B	`conf`	A Novel Framework for Alert Correlation and Understanding. ACNS Dong Yu, Deborah A. Frincke
2004	—	`conf`	Towards Survivable Intrusion Detection System . HICSS Dong Yu, Deborah A. Frincke
2004	A	`conf`	Unsupervised learning from users' error correction in speech dictation. INTERSPEECH Dong Yu, Mei-Yuh Hwang, Peter Mau, Alex Acero, Li Deng
2003	A	`conf`	Improved name recognition with user modeling. INTERSPEECH Dong Yu, Kuansan Wang, Milind Mahajan, Peter Mau, Alex Acero