PPaperPicks

Dong Yu

Tencent AI Lab, China

84 papers at tracked venues · 50 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Haitao Mi
×29
Hongming Zhang
×21
Linfeng Song
×15
Dian Yu
×14
Wenhao Yu
×13
Tianqing Fang
×11
Zhisong Zhang
×11
Kaixin Ma
×11
Chenxing Li
×10
Wenlin Yao
×10
Xiaoyang Wang
×10
Xiaoman Pan
×8

Papers

  1. Audio-Thinker: Guiding Large Audio Language Model When and How to Think via Reinforcement Learning
    AAAI 2026 ·
    Shu Wu
    ,
    Chenxing Li
    ,
    Wenfu Wang
    ,
    Hao Zhang
    ,
    Hualei Wang
    ,
    Meng Yu
    , Dong Yu
  2. Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains
    ACL 2026 ·
    Yi Su
    ,
    Dian Yu
    ,
    Linfeng Song
    ,
    Juntao Li
    ,
    Haitao Mi
    ,
    Zhaopeng Tu
    ,
    Min Zhang
    , Dong Yu
  3. DegVoC: Revisiting Neural Vocoder from a Degradation Perspective
    AAAI 2026 ·
    Andong Li
    ,
    Tong Lei
    ,
    Lingling Dai
    ,
    Kai Li
    ,
    Rilin Chen
    ,
    Meng Yu
    ,
    Xiaodong Li
    , Dong Yu,
    Chengshi Zheng
  4. EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving
    ACL 2026 ·
    Mukai Li
    ,
    Linfeng Song
    ,
    Zhenwen Liang
    ,
    Jiahao Xu
    ,
    Shansan Gong
    ,
    Qi Liu
    ,
    Haitao Mi
    , Dong Yu
  5. Enhancing Stability and Fidelity for Zero-Shot TTS with a Multi-Level Evaluator
    AAAI 2026 ·
    Hualei Wang
    ,
    Na Li
    ,
    Chuke Wang
    ,
    Shu Wu
    ,
    Zhifeng Li
    , Dong Yu
  6. Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification
    ACL 2026 ·
    Yuxuan Wan
    ,
    Tianqing Fang
    ,
    Zaitang LI
    ,
    Yintong Huo
    ,
    Wenxuan Wang
    ,
    Haitao Mi
    , Dong Yu,
    Michael R. Lyu
  7. Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation
    ACL 2026 ·
    Wei-Cheng Tseng
    ,
    Xuanru Zhou
    ,
    Mingyue Huo
    ,
    Yiwen Shao
    ,
    Hao Zhang
    , Dong Yu
  8. Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning
    ACL 2026 ·
    Haolin Liu
    ,
    Dian Yu
    ,
    Sidi Lu
    ,
    Yujun Zhou
    ,
    Rui Liu
    ,
    Zhenwen Liang
    ,
    Haitao Mi
    ,
    Chen-Yu Wei
    , Dong Yu
  9. Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data
    ACL 2026 ·
    Zhenwen Liang
    ,
    Yujun Zhou
    ,
    Sidi Lu
    ,
    Xiangliang Zhang
    ,
    Haitao Mi
    , Dong Yu
  10. UniCUE: Unified Recognition and Generation Framework for Chinese Cued Speech Video-to-Speech Generation
    AAAI 2026 ·
    Jinting Wang
    ,
    Shan Yang
    ,
    Chenxing Li
    , Dong Yu,
    Li Liu
  11. VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents
    ACL 2026 ·
    Jiliang Hu
    ,
    Wenfu Wang
    ,
    Zuchao Li
    ,
    Chenxing Li
    ,
    Yiyang Zhao
    ,
    Hanzhao Li
    ,
    Liqiang Zhang
    ,
    Meng Yu
    , Dong Yu
  12. Verified Critical Step Optimization for LLM Agents
    ACL 2026 ·
    Mukai Li
    ,
    Qingcheng Zeng
    ,
    Tianqing Fang
    ,
    Zhenwen Liang
    ,
    Linfeng Song
    ,
    Qi Liu
    ,
    Haitao Mi
    , Dong Yu
  13. WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models
    ACL 2026 ·
    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
  14. WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms
    EACL 2026 ·
    Zhisong Zhang
    ,
    Tianqing Fang
    ,
    Kaixin Ma
    ,
    Wenhao Yu
    ,
    Hongming Zhang
    ,
    Haitao Mi
    , Dong Yu
  15. Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience
    ACL 2026 ·
    Zhenwen Liang
    ,
    Ruosen Li
    ,
    Yujun Zhou
    ,
    Linfeng Song
    ,
    Dian Yu
    ,
    Xinya Du
    ,
    Haitao Mi
    , Dong Yu
  16. A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression
    ACL 2025 ·
    Chenlong Deng
    ,
    Zhisong Zhang
    ,
    Kelong Mao
    ,
    Shuaiyi Li
    ,
    Xinting Huang
    , Dong Yu,
    Zhicheng Dou
  17. Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models
    ACL 2025 ·
    Zhisong Zhang
    ,
    Yan Wang
    ,
    Xinting Huang
    ,
    Tianqing Fang
    ,
    Hongming Zhang
    ,
    Chenlong Deng
    ,
    Shuaiyi Li
    , Dong Yu
  18. BridgeVoC: Neural Vocoder with Schrödinger Bridge
    IJCAI 2025 ·
    Tong Lei
    ,
    Zhiyu Zhang
    ,
    Rilin Chen
    ,
    Meng Yu
    ,
    Jing Lu
    ,
    Chengshi Zheng
    , Dong Yu,
    Andong Li
  19. Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots
    NAACL 2025 ·
    Hongming Zhang
    ,
    Xiaoman Pan
    ,
    Hongwei Wang
    ,
    Kaixin Ma
    ,
    Wenhao Yu
    , Dong Yu
  20. DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
    ICLR 2025 ·
    Murong Yue
    ,
    Wenlin Yao
    ,
    Haitao Mi
    ,
    Dian Yu
    ,
    Ziyu Yao
    , Dong Yu
  21. DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
    ICLR 2025 ·
    Liqiang Jing
    ,
    Zhehui Huang
    ,
    Xiaoyang Wang
    ,
    Wenlin Yao
    ,
    Wenhao Yu
    ,
    Kaixin Ma
    ,
    Hongming Zhang
    ,
    Xinya Du
    , Dong Yu
  22. DeFine: Decision-Making with Analogical Reasoning over Factor Profiles
    ACL 2025 ·
    Yebowen Hu
    ,
    Xiaoyang Wang
    ,
    Wenlin Yao
    ,
    Yiming Lu
    ,
    Daoan Zhang
    ,
    Hassan Foroosh
    , Dong Yu,
    Fei Liu
  23. DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes
    EMNLP 2025 ·
    Zhaowei Wang
    ,
    Hongming Zhang
    ,
    Tianqing Fang
    ,
    Ye Tian
    ,
    Yue Yang
    ,
    Kaixin Ma
    ,
    Xiaoman Pan
    ,
    Yangqiu Song
    , Dong Yu
  24. Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models
    ICML 2025 ·
    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
  25. Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls
    ACL 2025 ·
    Ante Wang
    ,
    Linfeng Song
    ,
    Ye Tian
    ,
    Dian Yu
    ,
    Haitao Mi
    ,
    Xiangyu Duan
    ,
    Zhaopeng Tu
    ,
    Jinsong Su
    , Dong Yu
  26. Efficient Multilingual ASR Finetuning via LoRA Language Experts
    InterSpeech 2025 ·
    Jiahong Li
    ,
    Yiwen Shao
    ,
    Jianheng Zhuo
    ,
    Chenda Li
    ,
    Liliang Tang
    , Dong Yu,
    Yanmin Qian
  27. EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer
    InterSpeech 2025 ·
    Jiarui Hai
    ,
    Yong Xu
    ,
    Hao Zhang
    ,
    Chenxing Li
    ,
    Helin Wang
    ,
    Mounya Elhilali
    , Dong Yu
  28. From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models
    ACM MM 2025 ·
    Zhaoxi Mu
    ,
    Rilin Chen
    ,
    Andong Li
    ,
    Meng Yu
    ,
    Xinyu Yang
    , Dong Yu
  29. Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model
    InterSpeech 2025 ·
    Yong Ren
    ,
    Chenxing Li
    ,
    Le Xu
    ,
    Hao Gu
    ,
    Duzhen Zhang
    ,
    Yujie Chen
    ,
    Manjie Xu
    ,
    Ruibo Fu
    ,
    Shan Yang
    , Dong Yu
  30. Improving LLM General Preference Alignment via Optimistic Online Mirror Descent
    NeurIPS 2025 ·
    Yuheng Zhang
    ,
    Dian Yu
    ,
    Tao Ge
    ,
    Linfeng Song
    ,
    Zhichen Zeng
    ,
    Haitao Mi
    ,
    Nan Jiang
    , Dong Yu
  31. Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning
    ICLR 2025 ·
    Yuheng Zhang
    ,
    Dian Yu
    ,
    Baolin Peng
    ,
    Linfeng Song
    ,
    Ye Tian
    ,
    Mingyue Huo
    ,
    Nan Jiang
    ,
    Haitao Mi
    , Dong Yu
  32. LeVo: High-Quality Song Generation with Multi-Preference Alignment
    NeurIPS 2025 ·
    Shun Lei
    ,
    Yaoxun Xu
    ,
    Zhiwei Lin
    ,
    Huaicheng Zhang
    ,
    Wei Tan
    ,
    Hangting Chen
    ,
    Yixuan Zhang
    ,
    Chenyu Yang
    ,
    Haina Zhu
    ,
    Shuai Wang
    ,
    Zhiyong Wu
    , Dong Yu
  33. LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning
    AAAI 2025 ·
    Ante Wang
    ,
    Linfeng Song
    ,
    Ye Tian
    ,
    Baolin Peng
    ,
    Dian Yu
    ,
    Haitao Mi
    ,
    Jinsong Su
    , Dong Yu
  34. LoGU: Long-form Generation with Uncertainty Expressions
    ACL 2025 ·
    Ruihan Yang
    ,
    Caiqi Zhang
    ,
    Zhisong Zhang
    ,
    Xinting Huang
    ,
    Sen Yang
    ,
    Nigel Collier
    , Dong Yu,
    Deqing Yang
  35. LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
    ICLR 2025 ·
    Di Wu
    ,
    Hongwei Wang
    ,
    Wenhao Yu
    ,
    Yuwei Zhang
    ,
    Kai-Wei Chang
    , Dong Yu
  36. Low-Bit Quantization Favors Undertrained LLMs
    ACL 2025 ·
    Xu Ouyang
    ,
    Tao Ge
    ,
    Thomas Hartvigsen
    ,
    Zhisong Zhang
    ,
    Haitao Mi
    , Dong Yu
  37. MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation
    NeurIPS 2025 ·
    Zhenwen Liang
    ,
    Linfeng Song
    ,
    Yang Li
    ,
    Tao Yang
    ,
    Haitao Mi
    , Dong Yu
  38. Mitigating Audiovisual Mismatch in Visual-Guide Audio Captioning
    InterSpeech 2025 ·
    Le Xu
    ,
    Chenxing Li
    ,
    Yong Ren
    ,
    Yujie Chen
    ,
    Yu Gu
    ,
    Ruibo Fu
    ,
    Shan Yang
    , Dong Yu
  39. OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization
    ACL 2025 ·
    Hongliang He
    ,
    Wenlin Yao
    ,
    Kaixin Ma
    ,
    Wenhao Yu
    ,
    Hongming Zhang
    ,
    Tianqing Fang
    ,
    Zhenzhong Lan
    , Dong Yu
  40. Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation
    EMNLP 2025 ·
    Jun-Yu Ma
    ,
    Tianqing Fang
    ,
    Zhisong Zhang
    ,
    Hongming Zhang
    ,
    Haitao Mi
    , Dong Yu
  41. RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
    ICLR 2025 ·
    Siru Ouyang
    ,
    Wenhao Yu
    ,
    Kaixin Ma
    ,
    Zilin Xiao
    ,
    Zhihan Zhang
    ,
    Mengzhao Jia
    ,
    Jiawei Han
    ,
    Hongming Zhang
    , Dong Yu
  42. Retrieval-augmented GUI Agents with Generative Guidelines
    EMNLP 2025 ·
    Ran Xu
    ,
    Kaixin Ma
    ,
    Wenhao Yu
    ,
    Hongming Zhang
    ,
    Joyce C. Ho
    ,
    Carl Yang
    , Dong Yu
  43. Router-Tuning: A Simple and Effective Approach for Dynamic Depth
    EMNLP 2025 ·
    Shwai He
    ,
    Tao Ge
    ,
    Guoheng Sun
    ,
    Bowei Tian
    ,
    Xiaoyang Wang
    , Dong Yu
  44. Scaling beyond Denoising: Submitted System and Findings in URGENT Challenge 2025
    InterSpeech 2025 ·
    Zhihang Sun
    ,
    Andong Li
    ,
    Tong Lei
    ,
    Rilin Chen
    ,
    Meng Yu
    ,
    Chengshi Zheng
    ,
    Yi Zhou
    , Dong Yu
  45. The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models
    NeurIPS 2025 ·
    Ke Ji
    ,
    Jiahao Xu
    ,
    Tian Liang
    ,
    Qiuzhi Liu
    ,
    Zhiwei He
    ,
    Xiaoyuan Liu
    ,
    Xingyu Chen
    ,
    Junying Chen
    ,
    Benyou Wang
    ,
    Zhaopeng Tu
    ,
    Haitao Mi
    , Dong Yu
  46. Thoughts Are All Over the Place: On the Underthinking of Long Reasoning Models
    NeurIPS 2025 ·
    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
  47. Towards Diverse and Efficient Audio Captioning via Diffusion Models
    InterSpeech 2025 ·
    Manjie Xu
    ,
    Chenxing Li
    ,
    Yong Ren
    ,
    Xinyi Tu
    ,
    Ruibo Fu
    ,
    Wei Liang
    , Dong Yu
  48. Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards
    NeurIPS 2025 ·
    Xiaoyuan Liu
    ,
    Tian Liang
    ,
    Zhiwei He
    ,
    Jiahao Xu
    ,
    Wenxuan Wang
    ,
    Pinjia He
    ,
    Zhaopeng Tu
    ,
    Haitao Mi
    , Dong Yu
  49. Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
    NeurIPS 2025 ·
    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
  50. UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation
    EMNLP 2025 ·
    Ruihan Yang
    ,
    Caiqi Zhang
    ,
    Zhisong Zhang
    ,
    Xinting Huang
    , Dong Yu,
    Nigel Collier
    ,
    Deqing Yang
  51. UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression
    NeurIPS 2025 ·
    Chenlong Deng
    ,
    Zhisong Zhang
    ,
    Kelong Mao
    ,
    Shuaiyi Li
    ,
    Tianqing Fang
    ,
    Hongming Zhang
    ,
    Haitao Mi
    , Dong Yu,
    Zhicheng Dou
  52. Video-to-Audio Generation with Fine-grained Temporal Semantics
    InterSpeech 2025 ·
    Yuchen Hu
    ,
    Yu Gu
    ,
    Chenxing Li
    ,
    Rilin Chen
    , Dong Yu
  53. VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining
    InterSpeech 2025 ·
    Jianheng Zhuo
    ,
    Yifan Yang
    ,
    Yiwen Shao
    ,
    Yong Xu
    , Dong Yu,
    Kai Yu
    ,
    Xie Chen
  54. WAKE: Watermarking Audio with Key Enrichment
    InterSpeech 2025 ·
    Yaoxun Xu
    ,
    Jianwei Yu
    ,
    Hangting Chen
    ,
    Zhiyong Wu
    ,
    Xixin Wu
    , Dong Yu,
    Rongzhi Gu
    ,
    Yi Luo
  55. WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback
    EMNLP 2025 ·
    Minda Hu
    ,
    Tianqing Fang
    ,
    Jianshu Zhang
    ,
    Jun-Yu Ma
    ,
    Zhisong Zhang
    ,
    Jingyan Zhou
    ,
    Hongming Zhang
    ,
    Haitao Mi
    , Dong Yu,
    Irwin King
  56. WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model
    EMNLP 2025 ·
    Tianqing Fang
    ,
    Hongming Zhang
    ,
    Zhisong Zhang
    ,
    Kaixin Ma
    ,
    Wenhao Yu
    ,
    Haitao Mi
    , Dong Yu
  57. A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning
    NAACL 2024 ·
    Ruixin Hong
    ,
    Hongming Zhang
    ,
    Xinyu Pang
    , Dong Yu,
    Changshui Zhang
  58. Abstraction-of-Thought Makes Language Models Better Reasoners
    EMNLP 2024 ·
    Ruixin Hong
    ,
    Hongming Zhang
    ,
    Xiaoman Pan
    , Dong Yu,
    Changshui Zhang
  59. CLOMO: Counterfactual Logical Modification with Large Language Models
    ACL 2024 ·
    Yinya Huang
    ,
    Ruixin Hong
    ,
    Hongming Zhang
    ,
    Wei Shao
    ,
    Zhicheng Yang
    , Dong Yu,
    Changshui Zhang
    ,
    Xiaodan Liang
    ,
    Linqi Song
  60. Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models
    EMNLP 2024 ·
    Wenhao Yu
    ,
    Hongming Zhang
    ,
    Xiaoman Pan
    ,
    Peixin Cao
    ,
    Kaixin Ma
    ,
    Jian Li
    ,
    Hongwei Wang
    , Dong Yu
  61. Comparing Discrete and Continuous Space LLMs for Speech Recognition
    InterSpeech 2024 ·
    Yaoxun Xu
    ,
    Shi-Xiong Zhang
    ,
    Jianwei Yu
    ,
    Zhiyong Wu
    , Dong Yu
  62. Dense X Retrieval: What Retrieval Granularity Should We Use?
    EMNLP 2024 ·
    Tong Chen
    ,
    Hongwei Wang
    ,
    Sihao Chen
    ,
    Wenhao Yu
    ,
    Kaixin Ma
    ,
    Xinran Zhao
    ,
    Hongming Zhang
    , Dong Yu
  63. Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models
    ACL 2024 ·
    Xinran Zhao
    ,
    Hongming Zhang
    ,
    Xiaoman Pan
    ,
    Wenlin Yao
    , Dong Yu,
    Tongshuang Wu
    ,
    Jianshu Chen
  64. From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning
    NAACL 2024 ·
    Xuansheng Wu
    ,
    Wenlin Yao
    ,
    Jianshu Chen
    ,
    Xiaoman Pan
    ,
    Xiaoyang Wang
    ,
    Ninghao Liu
    , Dong Yu
  65. Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer
    ACL 2024 ·
    Yongxin Zhu
    ,
    Dan Su
    ,
    Liqiang He
    ,
    Linli Xu
    , Dong Yu
  66. Improving LLM Generations via Fine-Grained Self-Endorsement
    ACL 2024 ·
    Ante Wang
    ,
    Linfeng Song
    ,
    Baolin Peng
    ,
    Lifeng Jin
    ,
    Ye Tian
    ,
    Haitao Mi
    ,
    Jinsong Su
    , Dong Yu
  67. InFoBench: Evaluating Instruction Following Ability in Large Language Models
    ACL 2024 ·
    Yiwei Qin
    ,
    Kaiqiang Song
    ,
    Yebowen Hu
    ,
    Wenlin Yao
    ,
    Sangwoo Cho
    ,
    Xiaoyang Wang
    ,
    Xuansheng Wu
    ,
    Fei Liu
    ,
    Pengfei Liu
    , Dong Yu
  68. Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
    EMNLP 2024 ·
    Zhihan Zhang
    ,
    Tao Ge
    ,
    Zhenwen Liang
    ,
    Wenhao Yu
    ,
    Dian Yu
    ,
    Mengzhao Jia
    , Dong Yu,
    Meng Jiang
  69. MM-LLMs: Recent Advances in MultiModal Large Language Models
    ACL 2024 ·
    Duzhen Zhang
    ,
    Yahan Yu
    ,
    Jiahua Dong
    ,
    Chenxing Li
    ,
    Dan Su
    ,
    Chenhui Chu
    , Dong Yu
  70. MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning
    NAACL 2024 ·
    Fuxiao Liu
    ,
    Xiaoyang Wang
    ,
    Wenlin Yao
    ,
    Jianshu Chen
    ,
    Kaiqiang Song
    ,
    Sangwoo Cho
    ,
    Yaser Yacoob
    , Dong Yu
  71. Make-A-Voice: Revisiting Voice Large Language Models as Scalable Multilingual and Multitask Learners
    ACL 2024 ·
    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
  72. Multi-Channel Multi-Speaker ASR Using Target Speaker's Solo Segment
    InterSpeech 2024 ·
    Yiwen Shao
    ,
    Shi-Xiong Zhang
    ,
    Yong Xu
    ,
    Meng Yu
    , Dong Yu,
    Daniel Povey
    ,
    Sanjeev Khudanpur
  73. Polarity Calibration for Opinion Summarization
    NAACL 2024 ·
    Yuanyuan Lei
    ,
    Kaiqiang Song
    ,
    Sangwoo Cho
    ,
    Xiaoyang Wang
    ,
    Ruihong Huang
    , Dong Yu
  74. Prompt-guided Precise Audio Editing with Diffusion Models
    ICML 2024 ·
    Manjie Xu
    ,
    Chenxing Li
    ,
    Duzhen Zhang
    ,
    Dan Su
    ,
    Wei Liang
    , Dong Yu
  75. RIR-SF: Room Impulse Response Based Spatial Feature for Target Speech Recognition in Multi-Channel Multi-Speaker Scenarios
    InterSpeech 2024 ·
    Yiwen Shao
    ,
    Shi-Xiong Zhang
    , Dong Yu
  76. Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment
    ICML 2024 ·
    Rui Yang
    ,
    Xiaoman Pan
    ,
    Feng Luo
    ,
    Shuang Qiu
    ,
    Han Zhong
    , Dong Yu,
    Jianshu Chen
  77. Self-Consistency Boosts Calibration for Math Reasoning
    EMNLP 2024 ·
    Ante Wang
    ,
    Linfeng Song
    ,
    Ye Tian
    ,
    Baolin Peng
    ,
    Lifeng Jin
    ,
    Haitao Mi
    ,
    Jinsong Su
    , Dong Yu
  78. Skills-in-Context: Unlocking Compositionality in Large Language Models
    EMNLP 2024 ·
    Jiaao Chen
    ,
    Xiaoman Pan
    ,
    Dian Yu
    ,
    Kaiqiang Song
    ,
    Xiaoyang Wang
    , Dong Yu,
    Jianshu Chen
  79. SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs
    ACL 2024 ·
    Yebowen Hu
    ,
    Kaiqiang Song
    ,
    Sangwoo Cho
    ,
    Xiaoyang Wang
    ,
    Hassan Foroosh
    , Dong Yu,
    Fei Liu
  80. Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations
    NAACL 2024 ·
    Sihao Chen
    ,
    Hongming Zhang
    ,
    Tong Chen
    ,
    Ben Zhou
    ,
    Wenhao Yu
    ,
    Dian Yu
    ,
    Baolin Peng
    ,
    Hongwei Wang
    ,
    Dan Roth
    , Dong Yu
  81. The Trickle-down Impact of Reward Inconsistency on RLHF
    ICLR 2024 ·
    Lingfeng Shen
    ,
    Sihao Chen
    ,
    Linfeng Song
    ,
    Lifeng Jin
    ,
    Baolin Peng
    ,
    Haitao Mi
    ,
    Daniel Khashabi
    , Dong Yu
  82. Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
    NeurIPS 2024 ·
    Ye Tian
    ,
    Baolin Peng
    ,
    Linfeng Song
    ,
    Lifeng Jin
    ,
    Dian Yu
    ,
    Lei Han
    ,
    Haitao Mi
    , Dong Yu
  83. WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
    ACL 2024 ·
    Hongliang He
    ,
    Wenlin Yao
    ,
    Kaixin Ma
    ,
    Wenhao Yu
    ,
    Yong Dai
    ,
    Hongming Zhang
    ,
    Zhenzhong Lan
    , Dong Yu
  84. When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives
    EMNLP 2024 ·
    Yebowen Hu
    ,
    Kaiqiang Song
    ,
    Sangwoo Cho
    ,
    Xiaoyang Wang
    ,
    Wenlin Yao
    ,
    Hassan Foroosh
    , Dong Yu,
    Fei Liu