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Yun Fu

Northeastern University, Department of Electrical and Computer Engineering / College of Computer and Information Science, Boston, MA, USA

38 papers at tracked venues · 29 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5098-2853 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×9CVPR ×5ICLR ×5AAAI ×3EMNLP ×3ICCV ×3NeurIPS ×3ICDM ×2ECCV ×1SDM ×1UAI ×1WACV ×1WWW ×1

Frequent coauthors

Yitian Zhang
×12
Yizhou Wang
×10
Yue Bai
×8
Jianglin Lu
×6
Xu Ma
×6
Yi Xu
×6
Hailing Wang
×4
Huimin Zeng
×4
Qihua Dong
×3
Kuo Yang
×3
Yiyang Huang
×2
Mingyuan Zhang
×2

Papers

  1. ACBQ: Adaptive Cross-Block Quantization of Large Language Models
    ACL 2026 ·
    Hailing Wang
    ,
    Jianglin Lu
    ,
    Yitian Zhang
    ,
    Huimin Zeng
    , Yun Fu
  2. Arbitrary-Scale 3D Gaussian Super-Resolution
    AAAI 2026 ·
    Huimin Zeng
    ,
    Yue Bai
    , Yun Fu
  3. Distorted or Fabricated? A Survey on Hallucination in Video LLMs
    ACL 2026 ·
    Yiyang Huang
    ,
    Yitian Zhang
    ,
    Yizhou Wang
    ,
    Mingyuan Zhang
    ,
    Liang Shi
    ,
    Huimin Zeng
    , Yun Fu
  4. From Words to Pixels: A Comprehensive Survey on Large Language Models in Visual Segmentation
    ACL 2026 ·
    Yizhou Wang
    ,
    Mang Tik Chiu
    ,
    Lingzhi Zhang
    ,
    Xuan Shen
    ,
    Sohrab Amirghodsi
    , Yun Fu
  5. Hierarchical Visual Agent: Managing Contexts in Joint Image-Text Space for Advanced Chart Reasoning
    ACL 2026 ·
    Qihua Dong
    ,
    Ruozhen He
    ,
    Junwen Chen
    ,
    Yizhou Wang
    ,
    Xu Ma
    ,
    Songyao Jiang
    , Yun Fu
  6. NoisyCausal: A Benchmark for Evaluating Causal Reasoning Under Structured Noise
    ACL 2026 ·
    Zhi Xu
    , Yun Fu
  7. Revealing the Seen, Imagining the Beyond: A Survey of Image-Grounded Chain-of-Thought Reasoning in Multimodal LLMs
    ACL 2026 ·
    Qihua Dong
    ,
    Yitian Zhang
    ,
    Huimin Zeng
    ,
    Yizhou Wang
    ,
    Jianglin Lu
    ,
    Kuo Yang
    , Yun Fu
  8. Towards Unified Multimodal Large Language Models: A survey
    ACL 2026 ·
    Xu Ma
    ,
    Yitian Zhang
    , Yun Fu
  9. UnAC: Adaptive Visual Prompting with Abstraction and Stepwise Checking for Complex Multimodal Reasoning
    ACL 2026 ·
    Yifan Wang
    , Yun Fu
  10. Accessing Vision Foundation Models via ImageNet-1K
    ICLR 2025 ·
    Yitian Zhang
    ,
    Xu Ma
    ,
    Yue Bai
    ,
    Huan Wang
    , Yun Fu
  11. AdaSports-Traj: Role- and Domain-Aware Adaptation for Multi-Agent Trajectory Modeling in Sports
    ICDM 2025 ·
    Yi Xu
    , Yun Fu
  12. Cautious Next Token Prediction
    ACL 2025 ·
    Yizhou Wang
    ,
    Lingzhi Zhang
    ,
    Yue Bai
    ,
    Mang Tik Chiu
    ,
    Zhengmian Hu
    ,
    Mingyuan Zhang
    ,
    Qihua Dong
    ,
    Yu Yin
    ,
    Sohrab Amirghodsi
    , Yun Fu
  13. D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition
    EMNLP 2025 ·
    Yiyang Huang
    ,
    Yizhou Wang
    , Yun Fu
  14. MTS-DMAE: Dual-Masked Autoencoder for Unsupervised Multivariate Time Series Representation Learning
    ICDM 2025 ·
    Yi Xu
    ,
    Yitian Zhang
    , Yun Fu
  15. Outlier-Aware Post-Training Quantization for Image Super-Resolution
    ICCV 2025 ·
    Hailing Wang
    ,
    Jianglin Lu
    ,
    Yitian Zhang
    , Yun Fu
  16. REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder
    ICCV 2025 ·
    Yitian Zhang
    ,
    Long Mai
    ,
    Aniruddha Mahapatra
    ,
    David Bourgin
    ,
    Yicong Hong
    ,
    Jonah Casebeer
    ,
    Feng Liu
    , Yun Fu
  17. RealTalk: Realistic Emotion-Aware Lifelike Talking-Head Synthesis
    ICCV 2025 ·
    Wenqing Wang
    , Yun Fu
  18. Representation Potentials of Foundation Models for Multimodal Alignment: A Survey
    EMNLP 2025 ·
    Jianglin Lu
    ,
    Hailing Wang
    ,
    Yi Xu
    ,
    Yizhou Wang
    ,
    Kuo Yang
    , Yun Fu
  19. Scale-Free Graph-Language Models
    ICLR 2025 ·
    Jianglin Lu
    ,
    Yixuan Liu
    ,
    Yitian Zhang
    , Yun Fu
  20. Sports-Traj: A Unified Trajectory Generation Model for Multi-Agent Movement in Sports
    ICLR 2025 ·
    Yi Xu
    , Yun Fu
  21. The Indra Representation Hypothesis for Multimodal Alignment
    NeurIPS 2025 ·
    Jianglin Lu
    ,
    Hailing Wang
    ,
    Kuo Yang
    ,
    Yitian Zhang
    ,
    Simon Jenni
    , Yun Fu
  22. Towards Zero-shot 3D Anomaly Localization
    WACV 2025 ·
    Yizhou Wang
    ,
    Kuan-Chuan Peng
    , Yun Fu
  23. VQToken: Neural Discrete Token Representation Learning for Extreme Token Reduction in Video Large Language Models
    NeurIPS 2025 ·
    Haichao Zhang
    , Yun Fu
  24. Ada-VAD: Domain Adaptable Video Anomaly Detection
    SDM 2024 ·
    Dongliang Guo
    , Yun Fu,
    Sheng Li
  25. AdaFormer: Efficient Transformer with Adaptive Token Sparsification for Image Super-resolution
    AAAI 2024 ·
    Xiaotong Luo
    ,
    Zekun Ai
    ,
    Qiuyuan Liang
    ,
    Ding Liu
    ,
    Yuan Xie
    ,
    Yanyun Qu
    , Yun Fu
  26. Adapting to Length Shift: FlexiLength Network for Trajectory Prediction
    CVPR 2024 ·
    Yi Xu
    , Yun Fu
  27. Advancing Vision-Language Models with Adapter Ensemble Strategies
    EMNLP 2024 ·
    Yue Bai
    ,
    Handong Zhao
    ,
    Zhe Lin
    ,
    Ajinkya Kale
    ,
    Jiuxiang Gu
    ,
    Tong Yu
    ,
    Sungchul Kim
    , Yun Fu
  28. Aligning Out-of-Distribution Web Images and Caption Semantics via Evidential Learning
    WWW 2024 ·
    Guohao Sun
    ,
    Yue Bai
    ,
    Xueying Yang
    ,
    Yi Fang
    , Yun Fu,
    Zhiqiang Tao
  29. Consistency and Uncertainty: Identifying Unreliable Responses From Black-Box Vision-Language Models for Selective Visual Question Answering
    CVPR 2024 ·
    Zaid Khan
    , Yun Fu
  30. Don't Judge by the Look: Towards Motion Coherent Video Representation
    ICLR 2024 ·
    Yitian Zhang
    ,
    Yue Bai
    ,
    Huan Wang
    ,
    Yizhou Wang
    , Yun Fu
  31. Efficient Modulation for Vision Networks
    ICLR 2024 ·
    Xu Ma
    ,
    Xiyang Dai
    ,
    Jianwei Yang
    ,
    Bin Xiao
    ,
    Yinpeng Chen
    , Yun Fu,
    Lu Yuan
  32. LightAvatar: Efficient Head Avatar as Dynamic Neural Light Field
    ECCV 2024 ·
    Huan Wang
    ,
    Feitong Tan
    ,
    Ziqian Bai
    ,
    Yinda Zhang
    ,
    Shichen Liu
    ,
    Qiangeng Xu
    ,
    Menglei Chai
    ,
    Anish Prabhu
    ,
    Rohit Pandey
    ,
    Sean Fanello
    ,
    Zeng Huang
    , Yun Fu
  33. OOSTraj: Out-of-Sight Trajectory Prediction With Vision-Positioning Denoising
    CVPR 2024 ·
    Haichao Zhang
    ,
    Yi Xu
    ,
    Hongsheng Lu
    ,
    Takayuki Shimizu
    , Yun Fu
  34. Rewrite the Stars
    CVPR 2024 ·
    Xu Ma
    ,
    Xiyang Dai
    ,
    Yue Bai
    ,
    Yizhou Wang
    , Yun Fu
  35. Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement
    CVPR 2024 ·
    Zaid Khan
    ,
    Vijay Kumar B. G
    ,
    Samuel Schulter
    , Yun Fu,
    Manmohan Chandraker
  36. SkipDiff: Adaptive Skip Diffusion Model for High-Fidelity Perceptual Image Super-resolution
    AAAI 2024 ·
    Xiaotong Luo
    ,
    Yuan Xie
    ,
    Yanyun Qu
    , Yun Fu
  37. Slicing Vision Transformer for Flexible Inference
    NeurIPS 2024 ·
    Yitian Zhang
    ,
    Huseyin Coskun
    ,
    Xu Ma
    ,
    Huan Wang
    ,
    Ke Ma
    ,
    Xi Stephen Chen
    ,
    Derek Hao Hu
    , Yun Fu
  38. α-Former: Local-Feature-Aware (L-FA) Transformer
    UAI 2024 ·
    Zhi Xu
    ,
    Bin Sun
    ,
    Yue Bai
    , Yun Fu