PPaperPicks

Tong Xiao

Northeastern University, China NiuTrans Research, Shenyang, China

43 papers at tracked venues · 32 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5842-6501 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×22EMNLP ×9AAAI ×6NeurIPS ×3ICML ×1IJCAI ×1IROS ×1

Frequent coauthors

JingBo Zhu
×38
Bei Li
×21
Chenglong Wang
×15
Yongyu Mu
×10
Yingfeng Luo
×9
Chunliang Zhang
×9
Tongran Liu
×9
Xiaoqian Liu
×8
Yifu Huo
×8
Zhengtao Yu
×7
Yuan Ge
×6
Murun Yang
×6

Papers

  1. BIASEDTALES-ML: A Multilingual Dataset for Analyzing Narrative Attribute Distributions in LLM-Generated Stories
    ACL 2026 ·
    Yuxuan Ouyang
    ,
    Yingfeng Luo
    ,
    JingBo Zhu
    , Tong Xiao
  2. Bypassing Neural Evaluations for Fast Audio Editing via Adaptive Trajectory Extrapolation
    ACL 2026 ·
    Xiaoqian Liu
    ,
    Zhengkun Ge
    ,
    Jianjin Wang
    ,
    Haoran Zhang
    ,
    Yuan Ge
    ,
    Kaiyan Chang
    ,
    Chen Xu
    , Tong Xiao,
    Zhengtao Yu
    ,
    Linfeng Zhang
    ,
    JingBo Zhu
  3. CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling
    ACL 2026 ·
    Runsong Zhao
    ,
    Shilei Liu
    ,
    Jiwei Tang
    ,
    Langming Liu
    ,
    Haibin Chen
    ,
    Weidong Zhang
    ,
    Yujin Yuan
    , Tong Xiao,
    JingBo Zhu
    ,
    Wenbo Su
    ,
    Bo Zheng
  4. Empirical Analysis of Decoding Biases in Masked Diffusion Models
    ACL 2026 ·
    Pengcheng Huang
    ,
    Tianming Liu
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Shuo Wang
    , Tong Xiao,
    Zulong Chen
    ,
    Maosong Sun
  5. GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning
    AAAI 2026 ·
    Chenglong Wang
    ,
    Yongyu Mu
    ,
    Hang Zhou
    ,
    Yifu Huo
    ,
    Ziming Zhu
    ,
    Jiali Zeng
    ,
    Murun Yang
    ,
    Bei Li
    ,
    Xiaoyang Hao
    ,
    Chunliang Zhang
    ,
    Fandong Meng
    ,
    Jingbo Zhu
    , Tong Xiao
  6. LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance
    ACL 2026 ·
    Yuchun Fan
    ,
    Bei Li
    ,
    Peiguang Li
    ,
    Yilin Wang
    ,
    Yongyu Mu
    ,
    Jian Yang
    ,
    Xin Chen
    ,
    Rongxiang Weng
    ,
    Jingang Wang
    ,
    Xunliang Cai
    ,
    JingBo Zhu
    , Tong Xiao
  7. MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks
    ACL 2026 ·
    Junhao Ruan
    ,
    Abudukeyumu Abudula
    ,
    Bei Li
    ,
    Yongjing Yin
    ,
    Xinyu Liu
    ,
    Kechen Jiao
    ,
    Xin Chen
    ,
    Jingang Wang
    ,
    Xunliang Cai
    , Tong Xiao,
    Jingbo Zhu
  8. NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
    ACL 2026 ·
    Yingfeng Luo
    ,
    Ziqiang Xu
    ,
    Yuxuan Ouyang
    ,
    Murun Yang
    ,
    Dingyang Lin
    ,
    Kaiyan Chang
    ,
    Tong Zheng
    ,
    Bei Li
    ,
    Peinan Feng
    ,
    Quan Du
    , Tong Xiao,
    Jingbo Zhu
  9. On the Emotion Understanding of Synthesized Speech
    ACL 2026 ·
    Yuan Ge
    ,
    Haishu Zhao
    ,
    Aokai Hao
    ,
    Junxiang Zhang
    ,
    Bei Li
    ,
    Xiaoqian Liu
    ,
    Chenglong Wang
    ,
    Jianjin Wang
    ,
    Bingsen Zhou
    ,
    Bingyu Liu
    ,
    JingBo Zhu
    ,
    Zhengtao Yu
    , Tong Xiao
  10. Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models
    AAAI 2026 ·
    Chenglong Wang
    ,
    Yifu Huo
    ,
    Yang Gan
    ,
    Yongyu Mu
    ,
    Qiaozhi He
    ,
    Murun Yang
    ,
    Bei Li
    ,
    Chunliang Zhang
    ,
    Tongran Liu
    ,
    Anxiang Ma
    ,
    Zhengtao Yu
    ,
    Jingbo Zhu
    , Tong Xiao
  11. RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment
    ACL 2026 ·
    Yingfeng Luo
    ,
    Hongyu Liu
    ,
    Dingyang Lin
    ,
    Kaiyan Chang
    ,
    Chenglong Wang
    ,
    Bei Li
    ,
    Quan Du
    , Tong Xiao,
    JingBo Zhu
  12. SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams
    ACL 2026 ·
    Chenglong Wang
    ,
    Canjia Li
    ,
    Xingzhao Zhu
    ,
    Yifu Huo
    ,
    Huiyu Wang
    ,
    Weixiong Lin
    ,
    Yun Yang
    ,
    Qiaozhi He
    ,
    Tianhua Zhou
    ,
    Changxiaojia
    ,
    JingBo Zhu
    , Tong Xiao
  13. SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models
    ACL 2026 ·
    Yifu Huo
    ,
    Chenglong Wang
    ,
    Ziming Zhu
    ,
    Shunjie Xing
    ,
    Peinan Feng
    ,
    Tongran Liu
    ,
    Qiaozhi He
    ,
    Tianhua Zhou
    ,
    Changxiaojia
    ,
    JingBo Zhu
    ,
    Zhengtao Yu
    , Tong Xiao
  14. SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement
    AAAI 2026 ·
    Yuan Ge
    ,
    Junxiang Zhang
    ,
    Xiaoqian Liu
    ,
    Bei Li
    ,
    Xiangnan Ma
    ,
    Chenglong Wang
    ,
    Kaiyang Ye
    ,
    Yangfan Du
    ,
    Linfeng Zhang
    ,
    Yuxin Huang
    , Tong Xiao,
    Zhengtao Yu
    ,
    Jingbo Zhu
  15. WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation
    AAAI 2026 ·
    Xiaoqian Liu
    ,
    Xiyan Gui
    ,
    Zhengkun Ge
    ,
    Yuan Ge
    ,
    Chang Zou
    ,
    Jiacheng Liu
    ,
    Zhikang Niu
    ,
    Qixi Zheng
    ,
    Chen Xu
    ,
    Xie Chen
    , Tong Xiao,
    Jingbo Zhu
    ,
    Linfeng Zhang
  16. Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning
    ACL 2025 ·
    Lei Huang
    ,
    Xiaocheng Feng
    ,
    Weitao Ma
    ,
    Yuchun Fan
    ,
    Xiachong Feng
    ,
    Yuxuan Gu
    ,
    Yangfan Ye
    ,
    Liang Zhao
    ,
    Weihong Zhong
    ,
    Baoxin Wang
    ,
    Dayong Wu
    ,
    Guoping Hu
    ,
    Lingpeng Kong
    , Tong Xiao,
    Ting Liu
    ,
    Bing Qin
  17. Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation
    ACL 2025 ·
    Yingfeng Luo
    ,
    Tong Zheng
    ,
    Yongyu Mu
    ,
    Bei Li
    ,
    Qinghong Zhang
    ,
    Yongqi Gao
    ,
    Ziqiang Xu
    ,
    Peinan Feng
    ,
    Xiaoqian Liu
    , Tong Xiao,
    JingBo Zhu
  18. Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation
    ACL 2025 ·
    Abudurexiti Reheman
    ,
    Hongyu Liu
    ,
    Junhao Ruan
    ,
    Abudukeyumu Abudula
    ,
    Yingfeng Luo
    , Tong Xiao,
    JingBo Zhu
  19. Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders
    EMNLP 2025 ·
    Weiqiao Shan
    ,
    Yuang Li
    ,
    Yuhao Zhang
    ,
    Yingfeng Luo
    ,
    Chen Xu
    ,
    Xiaofeng Zhao
    ,
    Long Meng
    ,
    Yunfei Lu
    ,
    Min Zhang
    ,
    Hao Yang
    , Tong Xiao,
    JingBo Zhu
  20. GRAM: A Generative Foundation Reward Model for Reward Generalization
    ICML 2025 ·
    Chenglong Wang
    ,
    Yang Gan
    ,
    Yifu Huo
    ,
    Yongyu Mu
    ,
    Qiaozhi He
    ,
    Murun Yang
    ,
    Bei Li
    , Tong Xiao,
    Chunliang Zhang
    ,
    Tongran Liu
    ,
    JingBo Zhu
  21. HEAL: A Hypothesis-Based Preference-Aware Analysis Framework
    EMNLP 2025 ·
    Yifu Huo
    ,
    Chenglong Wang
    ,
    Qiren Zhu
    ,
    Shunjie Xing
    , Tong Xiao,
    Chunliang Zhang
    ,
    Tongran Liu
    ,
    JingBo Zhu
  22. IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method
    EMNLP 2025 ·
    Xinyu Liu
    ,
    Bei Li
    ,
    Jiahao Liu
    ,
    Junhao Ruan
    ,
    Kechen Jiao
    ,
    Hongyin Tang
    ,
    Jingang Wang
    , Tong Xiao,
    JingBo Zhu
  23. Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models
    EMNLP 2025 ·
    Yuchun Fan
    ,
    Yilin Wang
    ,
    Yongyu Mu
    ,
    Lei Huang
    ,
    Bei Li
    ,
    Xiaocheng Feng
    , Tong Xiao,
    JingBo Zhu
  24. Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation
    ACL 2025 ·
    Yuhao Zhang
    ,
    Xiangnan Ma
    ,
    Kaiqi Kou
    ,
    Peizhuo Liu
    ,
    Weiqiao Shan
    ,
    Benyou Wang
    , Tong Xiao,
    Yuxin Huang
    ,
    Zhengtao Yu
    ,
    JingBo Zhu
  25. Lost in Literalism: How Supervised Training Shapes Translationese in LLMs
    ACL 2025 ·
    Yafu Li
    ,
    Ronghao Zhang
    ,
    Zhilin Wang
    ,
    Huajian Zhang
    ,
    Leyang Cui
    ,
    Yongjing Yin
    , Tong Xiao,
    Yue Zhang
  26. MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
    NeurIPS 2025 ·
    Chenglong Wang
    ,
    Yang Gan
    ,
    Hang Zhou
    ,
    Chi Hu
    ,
    Yongyu Mu
    ,
    Kai Song
    ,
    Murun Yang
    ,
    Bei Li
    ,
    Chunliang Zhang
    ,
    Tongran Liu
    ,
    JingBo Zhu
    ,
    Zhengtao Yu
    , Tong Xiao
  27. ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
    NeurIPS 2025 ·
    Pengcheng Huang
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Haiyan Zhao
    ,
    Xiaoyuan Yi
    ,
    Hao Chen
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
    , Tong Xiao,
    Ge Yu
    ,
    Chenyan Xiong
  28. Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models
    EMNLP 2025 ·
    Runsong Zhao
    ,
    Xin Liu
    ,
    Xinyu Liu
    ,
    Pengcheng Huang
    ,
    Chunyang Xiao
    , Tong Xiao,
    JingBo Zhu
  29. RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data
    AAAI 2025 ·
    Chenglong Wang
    ,
    Yang Gan
    ,
    Yifu Huo
    ,
    Yongyu Mu
    ,
    Murun Yang
    ,
    Qiaozhi He
    , Tong Xiao,
    Chunliang Zhang
    ,
    Tongran Liu
    ,
    Jingbo Zhu
  30. Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models
    EMNLP 2025 ·
    Kaiyan Chang
    ,
    Yonghao Shi
    ,
    Chenglong Wang
    ,
    Hang Zhou
    ,
    Chi Hu
    ,
    Xiaoqian Liu
    ,
    Yingfeng Luo
    ,
    Yuan Ge
    , Tong Xiao,
    JingBo Zhu
  31. Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation
    EMNLP 2024 ·
    Yuan Ge
    ,
    Yilun Liu
    ,
    Chi Hu
    ,
    Weibin Meng
    ,
    Shimin Tao
    ,
    Xiaofeng Zhao
    ,
    Mahong Xia
    ,
    Zhang Li
    ,
    Boxing Chen
    ,
    Hao Yang
    ,
    Bei Li
    , Tong Xiao,
    JingBo Zhu
  32. EIT: Enhanced Interactive Transformer
    ACL 2024 ·
    Tong Zheng
    ,
    Bei Li
    ,
    Huiwen Bao
    , Tong Xiao,
    JingBo Zhu
  33. ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation
    AAAI 2024 ·
    Chenglong Wang
    ,
    Hang Zhou
    ,
    Yimin Hu
    ,
    Yifu Huo
    ,
    Bei Li
    ,
    Tongran Liu
    , Tong Xiao,
    Jingbo Zhu
  34. Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation
    ACL 2024 ·
    Abudurexiti Reheman
    ,
    Yingfeng Luo
    ,
    Junhao Ruan
    ,
    Chunliang Zhang
    ,
    Anxiang Ma
    , Tong Xiao,
    JingBo Zhu
  35. Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models
    EMNLP 2024 ·
    Xinyu Liu
    ,
    Runsong Zhao
    ,
    Pengcheng Huang
    ,
    Chunyang Xiao
    ,
    Bei Li
    ,
    Jingang Wang
    , Tong Xiao,
    JingBo Zhu
  36. Hybrid Alignment Training for Large Language Models
    ACL 2024 ·
    Chenglong Wang
    ,
    Hang Zhou
    ,
    Kaiyan Chang
    ,
    Bei Li
    ,
    Yongyu Mu
    , Tong Xiao,
    Tongran Liu
    ,
    JingBo Zhu
  37. PartialFormer: Modeling Part Instead of Whole for Machine Translation
    ACL 2024 ·
    Tong Zheng
    ,
    Bei Li
    ,
    Huiwen Bao
    ,
    Jiale Wang
    ,
    Weiqiao Shan
    , Tong Xiao,
    JingBo Zhu
  38. Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning
    NeurIPS 2024 ·
    Bei Li
    ,
    Tong Zheng
    ,
    Rui Wang
    ,
    Jiahao Liu
    ,
    Qingyan Guo
    ,
    Junliang Guo
    ,
    Xu Tan
    , Tong Xiao,
    Jingbo Zhu
    ,
    Jingang Wang
    ,
    Xunliang Cai
  39. Recent Advances in End-to-End Simultaneous Speech Translation
    IJCAI 2024 ·
    Xiaoqian Liu
    ,
    Guoqiang Hu
    ,
    Yangfan Du
    ,
    Erfeng He
    ,
    Yingfeng Luo
    ,
    Chen Xu
    , Tong Xiao,
    Jingbo Zhu
  40. Revealing the Parallel Multilingual Learning within Large Language Models
    EMNLP 2024 ·
    Yongyu Mu
    ,
    Peinan Feng
    ,
    Zhiquan Cao
    ,
    Yuzhang Wu
    ,
    Bei Li
    ,
    Chenglong Wang
    , Tong Xiao,
    Kai Song
    ,
    Tongran Liu
    ,
    Chunliang Zhang
    ,
    JingBo Zhu
  41. Revisiting Interpolation Augmentation for Speech-to-Text Generation
    ACL 2024 ·
    Chen Xu
    ,
    Jie Wang
    ,
    Xiaoqian Liu
    ,
    Qian Dong
    ,
    Chunliang Zhang
    , Tong Xiao,
    JingBo Zhu
    ,
    Dapeng Man
    ,
    Wu Yang
  42. Teaching Language Models to Self-Improve by Learning from Language Feedback
    ACL 2024 ·
    Chi Hu
    ,
    Yimin Hu
    ,
    Hang Cao
    , Tong Xiao,
    JingBo Zhu
  43. Trans-Rotor: An Active Omnidirectional Aerial-Ground Vehicle With Differential Gear Joint Transformation Mechanism
    IROS 2024 ·
    Xuankang Wu
    ,
    Haoxiang Sun
    , Tong Xiao,
    Yanzhang Pan
    ,
    Zheng Fang