PPaperPicks

Fandong Meng

65 papers at tracked venues · 52 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×37EMNLP ×11ICLR ×5AAAI ×4ICML ×3NAACL ×2ASE ×1NeurIPS ×1SIGKDD ×1

Frequent coauthors

Jie Zhou
×59
Jiali Zeng
×14
Hao Zhou
×10
Yijin Liu
×9
Jinan Xu
×9
Yunlong Liang
×8
Yufeng Chen
×8
Mo Yu
×6
Jinsong Su
×6
Jiaan Wang
×6
Chenze Shao
×6
Liqiang Niu
×5

Papers

  1. APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention
    ACL 2026 ·
    Yuxiang Huang
    ,
    Mingye Li
    ,
    Xu Han
    ,
    Chaojun Xiao
    ,
    Weilin Zhao
    ,
    Ao Sun
    ,
    Ziqi Yuan
    ,
    Hao Zhou
    , Fandong Meng,
    Zhiyuan Liu
  2. ArrowGEV: Grounding Events in Video via Learning the Arrow of Time
    ACL 2026 ·
    Fangxu Yu
    ,
    Ziyao Lu
    ,
    Liqiang Niu
    , Fandong Meng,
    Jie Zhou
  3. Figure It Out: Improve the Frontier of Reasoning with Executable Visual States
    ACL 2026 ·
    Meiqi Chen
    , Fandong Meng,
    Jie Zhou
  4. 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
  5. Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters
    ACL 2026 ·
    Zhiyu Xu
    ,
    Lean Wang
    ,
    Yuanxin Liu
    ,
    Lei Li
    ,
    Hao Zhou
    , Fandong Meng,
    Jie Zhou
    ,
    Xu Sun
  6. Joint Optimization of Training Data and Policy in RLHF
    ACL 2026 ·
    Zhuohao Yu
    ,
    Jiali Zeng
    ,
    Weizheng Gu
    ,
    Mengyuan Sun
    ,
    Yidong Wang
    , Fandong Meng,
    Jie Zhou
    ,
    Shikun Zhang
    ,
    Wei Ye
  7. Knowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning
    ACL 2026 ·
    Xinyan Guan
    ,
    Jiali Zeng
    ,
    Chunlei Xin
    ,
    Yaojie Lu
    ,
    Hongyu Lin
    ,
    Xianpei Han
    ,
    Le Sun
    , Fandong Meng
  8. ReFreeKV: Towards Threshold-Free KV Cache Compression
    ACL 2026 ·
    Xuanfan Ni
    ,
    Liyan Xu
    ,
    Chenyang Lyu
    ,
    Longyue Wang
    ,
    Mo Yu
    ,
    Lemao Liu
    , Fandong Meng,
    Jie Zhou
    ,
    Piji Li
  9. SED-SFT: Selectively Encouraging Diversity in Supervised Fine-Tuning
    ACL 2026 ·
    Yijie Chen
    ,
    Yijin Liu
    , Fandong Meng
  10. Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning
    ACL 2026 ·
    Xue Zhang
    ,
    Yunlong Liang
    , Fandong Meng,
    Songming Zhang
    ,
    Kaiyu Huang
    ,
    Yufeng Chen
    ,
    Jinan Xu
    ,
    Jie Zhou
  11. A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences
    ACL 2025 ·
    Jiaxin Shen
    ,
    Jinan Xu
    ,
    Huiqi Hu
    ,
    Luyi Lin
    ,
    Guoyang Ma
    ,
    Fei Zheng
    , Fandong Meng,
    Jie Zhou
    ,
    Wenjuan Han
  12. A Self-Denoising Model for Robust Few-Shot Relation Extraction
    ACL 2025 ·
    Liang Zhang
    ,
    Yang Zhang
    ,
    Ziyao Lu
    , Fandong Meng,
    Jie Zhou
    ,
    Jinsong Su
  13. AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity
    ACL 2025 ·
    Zhibin Lan
    ,
    Liqiang Niu
    , Fandong Meng,
    Wenbo Li
    ,
    Jie Zhou
    ,
    Jinsong Su
  14. Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss
    ACL 2025 ·
    Liang Zhang
    ,
    Ziyao Lu
    , Fandong Meng,
    Hui Li
    ,
    Jie Zhou
    ,
    Jinsong Su
  15. An Empirical Study of Many-to-Many Summarization with Large Language Models
    ACL 2025 ·
    Jiaan Wang
    , Fandong Meng,
    Zengkui Sun
    ,
    Yunlong Liang
    ,
    Yuxuan Cao
    ,
    Jiarong Xu
    ,
    Haoxiang Shi
    ,
    Jie Zhou
  16. Beyond Next Token Prediction: Patch-Level Training for Large Language Models
    ICLR 2025 ·
    Chenze Shao
    , Fandong Meng,
    Jie Zhou
  17. CM-Align: Consistency-based Multilingual Alignment for Large Language Models
    EMNLP 2025 ·
    Xue Zhang
    ,
    Yunlong Liang
    , Fandong Meng,
    Songming Zhang
    ,
    Yufeng Chen
    ,
    Jinan Xu
    ,
    Jie Zhou
  18. ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning
    EMNLP 2025 ·
    Ziqing Qiao
    ,
    Yongheng Deng
    ,
    Jiali Zeng
    ,
    Dong Wang
    ,
    Lai Wei
    ,
    Guanbo Wang
    , Fandong Meng,
    Jie Zhou
    ,
    Ju Ren
    ,
    Yaoxue Zhang
  19. Continuous Visual Autoregressive Generation via Score Maximization
    ICML 2025 ·
    Chenze Shao
    , Fandong Meng,
    Jie Zhou
  20. DRT: Deep Reasoning Translation via Long Chain-of-Thought
    ACL 2025 ·
    Jiaan Wang
    , Fandong Meng,
    Yunlong Liang
    ,
    Jie Zhou
  21. DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
    ICLR 2025 ·
    Yutong Wang
    ,
    Jiali Zeng
    ,
    Xuebo Liu
    ,
    Derek F. Wong
    , Fandong Meng,
    Jie Zhou
    ,
    Min Zhang
  22. Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings
    EMNLP 2025 ·
    Liyan Xu
    ,
    Zhenlin Su
    ,
    Mo Yu
    ,
    Jiangnan Li
    , Fandong Meng,
    Jie Zhou
  23. Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space
    NeurIPS 2025 ·
    Zhengrui Ma
    ,
    Yang Feng
    ,
    Chenze Shao
    , Fandong Meng,
    Jie Zhou
    ,
    Min Zhang
  24. Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping
    ACL 2025 ·
    Yijie Chen
    ,
    Yijin Liu
    , Fandong Meng,
    Yufeng Chen
    ,
    Jinan Xu
    ,
    Jie Zhou
  25. LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
    EMNLP 2025 ·
    Zhibin Lan
    ,
    Liqiang Niu
    , Fandong Meng,
    Jie Zhou
    ,
    Jinsong Su
  26. Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts
    ACL 2025 ·
    Xue Zhang
    ,
    Yunlong Liang
    , Fandong Meng,
    Songming Zhang
    ,
    Yufeng Chen
    ,
    Jinan Xu
    ,
    Jie Zhou
  27. LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information
    ACL 2025 ·
    Bowen Ping
    ,
    Jiali Zeng
    , Fandong Meng,
    Shuo Wang
    ,
    Jie Zhou
    ,
    Shanghang Zhang
  28. MiniPLM: Knowledge Distillation for Pre-training Language Models
    ICLR 2025 ·
    Yuxian Gu
    ,
    Hao Zhou
    , Fandong Meng,
    Jie Zhou
    ,
    Minlie Huang
  29. Personalized Language Model Learning on Text Data Without User Identifiers
    SIGKDD 2025 ·
    Yucheng Ding
    ,
    Yangwenjian Tan
    ,
    Xiangyu Liu
    ,
    Chaoyue Niu
    , Fandong Meng,
    Jie Zhou
    ,
    Ning Liu
    ,
    Fan Wu
    ,
    Guihai Chen
  30. PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension
    ACL 2025 ·
    Kun Ouyang
    ,
    Yuanxin Liu
    ,
    Shicheng Li
    ,
    Yi Liu
    ,
    Hao Zhou
    , Fandong Meng,
    Jie Zhou
    ,
    Xu Sun
  31. Retrieval-Augmented Machine Translation with Unstructured Knowledge
    EMNLP 2025 ·
    Jiaan Wang
    , Fandong Meng,
    Yingxue Zhang
    ,
    Jie Zhou
  32. THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation
    ACL 2025 ·
    Yunlong Liang
    , Fandong Meng,
    Jie Zhou
  33. TIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding
    EMNLP 2025 ·
    Kun Zhang
    ,
    Liqiang Niu
    ,
    Zhen Cao
    , Fandong Meng,
    Jie Zhou
  34. BranchNorm: Robustly Scaling Extremely Deep Transformers
    ACL 2024 ·
    Yijin Liu
    ,
    Xianfeng Zeng
    , Fandong Meng,
    Jie Zhou
  35. C-LLM: Learn to Check Chinese Spelling Errors Character by Character
    EMNLP 2024 ·
    Kunting Li
    ,
    Yong Hu
    ,
    Liang He
    , Fandong Meng,
    Jie Zhou
  36. CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers
    ACL 2024 ·
    Yong Hu
    , Fandong Meng,
    Jie Zhou
  37. Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective
    ACL 2024 ·
    Yijie Chen
    ,
    Yijin Liu
    , Fandong Meng,
    Yufeng Chen
    ,
    Jinan Xu
    ,
    Jie Zhou
  38. Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation
    ACL 2024 ·
    Yunlong Liang
    , Fandong Meng,
    Jiaan Wang
    ,
    Jinan Xu
    ,
    Yufeng Chen
    ,
    Jie Zhou
  39. Cross-Lingual Knowledge Editing in Large Language Models
    ACL 2024 ·
    Jiaan Wang
    ,
    Yunlong Liang
    ,
    Zengkui Sun
    ,
    Yuxuan Cao
    ,
    Jiarong Xu
    , Fandong Meng
  40. Enhancing Byzantine-Resistant Aggregations with Client Embedding
    EMNLP 2024 ·
    Zhiyuan Zhang
    ,
    Hao Zhou
    , Fandong Meng,
    Jie Zhou
    ,
    Xu Sun
  41. Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios
    ACL 2024 ·
    Bin Sun
    ,
    Jianfeng Li
    ,
    Hao Zhou
    , Fandong Meng,
    Kan Li
    ,
    Jie Zhou
  42. Generative Multi-Modal Knowledge Retrieval with Large Language Models
    AAAI 2024 ·
    Xinwei Long
    ,
    Jiali Zeng
    , Fandong Meng,
    Zhiyuan Ma
    ,
    Kaiyan Zhang
    ,
    Bowen Zhou
    ,
    Jie Zhou
  43. How Effectively Do Code Language Models Understand Poor-Readability Code?
    ASE 2024 ·
    Chao Hu
    ,
    Yitian Chai
    ,
    Hao Zhou
    , Fandong Meng,
    Jie Zhou
    ,
    Xiaodong Gu
  44. Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding
    ACL 2024 ·
    Jiali Zeng
    , Fandong Meng,
    Yongjing Yin
    ,
    Jie Zhou
  45. Instruction Position Matters in Sequence Generation with Large Language Models
    ACL 2024 ·
    Yijin Liu
    ,
    Xianfeng Zeng
    ,
    Chenze Shao
    , Fandong Meng,
    Jie Zhou
  46. LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation
    ACL 2024 ·
    Zengkui Sun
    ,
    Yijin Liu
    , Fandong Meng,
    Jinan Xu
    ,
    Yufeng Chen
    ,
    Jie Zhou
  47. Language Generation with Strictly Proper Scoring Rules
    ICML 2024 ·
    Chenze Shao
    , Fandong Meng,
    Yijin Liu
    ,
    Jie Zhou
  48. Large Language Models Are Not Robust Multiple Choice Selectors
    ICLR 2024 ·
    Chujie Zheng
    ,
    Hao Zhou
    , Fandong Meng,
    Jie Zhou
    ,
    Minlie Huang
  49. LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation
    EMNLP 2024 ·
    Yongjing Yin
    ,
    Jiali Zeng
    ,
    Yafu Li
    , Fandong Meng,
    Yue Zhang
  50. Multi-Level Cross-Modal Alignment for Speech Relation Extraction
    EMNLP 2024 ·
    Liang Zhang
    ,
    Zhen Yang
    ,
    Biao Fu
    ,
    Ziyao Lu
    ,
    Liangying Shao
    ,
    Shiyu Liu
    , Fandong Meng,
    Jie Zhou
    ,
    Xiaoli Wang
    ,
    Jinsong Su
  51. On Large Language Models' Hallucination with Regard to Known Facts
    NAACL 2024 ·
    Che Jiang
    ,
    Biqing Qi
    ,
    Xiangyu Hong
    ,
    Dayuan Fu
    ,
    Yang Cheng
    , Fandong Meng,
    Mo Yu
    ,
    Bowen Zhou
    ,
    Jie Zhou
  52. On Prompt-Driven Safeguarding for Large Language Models
    ICML 2024 ·
    Chujie Zheng
    ,
    Fan Yin
    ,
    Hao Zhou
    , Fandong Meng,
    Jie Zhou
    ,
    Kai-Wei Chang
    ,
    Minlie Huang
    ,
    Nanyun Peng
  53. On the token distance modeling ability of higher RoPE attention dimension
    EMNLP 2024 ·
    Xiangyu Hong
    ,
    Che Jiang
    ,
    Biqing Qi
    , Fandong Meng,
    Mo Yu
    ,
    Bowen Zhou
    ,
    Jie Zhou
  54. Outdated Issue Aware Decoding for Factual Knowledge Editing
    ACL 2024 ·
    Zengkui Sun
    ,
    Yijin Liu
    ,
    Jiaan Wang
    , Fandong Meng,
    Jinan Xu
    ,
    Yufeng Chen
    ,
    Jie Zhou
  55. Plot Retrieval as an Assessment of Abstract Semantic Association
    ACL 2024 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Jiangnan Li
    ,
    Mo Yu
    , Fandong Meng,
    Huawei Shen
    ,
    Xueqi Cheng
    ,
    Jie Zhou
  56. TasTe: Teaching Large Language Models to Translate through Self-Reflection
    ACL 2024 ·
    Yutong Wang
    ,
    Jiali Zeng
    ,
    Xuebo Liu
    , Fandong Meng,
    Jie Zhou
    ,
    Min Zhang
  57. Teaching Large Language Models to Translate with Comparison
    AAAI 2024 ·
    Jiali Zeng
    , Fandong Meng,
    Yongjing Yin
    ,
    Jie Zhou
  58. Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs
    ICLR 2024 ·
    Lean Wang
    ,
    Wenkai Yang
    ,
    Deli Chen
    ,
    Hao Zhou
    ,
    Yankai Lin
    , Fandong Meng,
    Jie Zhou
    ,
    Xu Sun
  59. Towards Multiple References Era - Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation
    ACL 2024 ·
    Xianfeng Zeng
    ,
    Yijin Liu
    , Fandong Meng,
    Jie Zhou
  60. Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation
    ACL 2024 ·
    Zhibin Lan
    ,
    Liqiang Niu
    , Fandong Meng,
    Jie Zhou
    ,
    Min Zhang
    ,
    Jinsong Su
  61. Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models
    AAAI 2024 ·
    Kun Zhang
    ,
    Jiali Zeng
    , Fandong Meng,
    Yuanzhuo Wang
    ,
    Shiqi Sun
    ,
    Long Bai
    ,
    Huawei Shen
    ,
    Jie Zhou
  62. Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever
    ACL 2024 ·
    Xinwei Long
    ,
    Jiali Zeng
    , Fandong Meng,
    Jie Zhou
    ,
    Bowen Zhou
  63. Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective
    ACL 2024 ·
    Chenze Shao
    , Fandong Meng,
    Jiali Zeng
    ,
    Jie Zhou
  64. Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
    ACL 2024 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Mo Yu
    , Fandong Meng,
    Huawei Shen
    ,
    Xueqi Cheng
    ,
    Jie Zhou
  65. XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners
    NAACL 2024 ·
    Yun Luo
    ,
    Zhen Yang
    , Fandong Meng,
    Yingjie Li
    ,
    Fang Guo
    ,
    Qinglin Qi
    ,
    Jie Zhou
    ,
    Yue Zhang