PPaperPicks

Mingming Gong

49 papers at tracked venues · 46 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×11ICLR ×10ICML ×7CVPR ×6AAAI ×3ACL ×3ACM MM ×2ICCV ×2SIGKDD ×2ECCV ×1EMNLP ×1UAI ×1

Frequent coauthors

Kun Zhang
×14
Tongliang Liu
×10
Haoxuan Li
×8
Biwei Huang
×7
Feng Liu
×7
Liuhua Peng
×6
Chuan Zhou
×4
Bo Han
×4
Runnan Chen
×4
Dongting Hu
×4
Erdun Gao
×3
Lina Yao
×3

Papers

  1. FACT-E: Causality-Inspired Evaluation for Trustworthy Chain-of-Thought Reasoning
    ACL 2026 ·
    Yuxi Sun
    ,
    Aoqi Zuo
    ,
    Haotian Xie
    ,
    Wei Gao
    , Mingming Gong,
    Jing Ma
  2. Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding
    ACL 2026 ·
    Sensen Gao
    ,
    Shanshan Zhao
    ,
    Xu Jiang
    ,
    Lunhao Duan
    ,
    Yong Xien Chng
    ,
    Qing-Guo Chen
    ,
    Weihua Luo
    ,
    Kaifu Zhang
    ,
    Jia-Wang Bian
    , Mingming Gong
  3. Text Embedding as Treatment: A Meta Causal Approach for Robust Sentiment Classification
    ACL 2026 ·
    Fengxiang Cheng
    ,
    Chuan Zhou
    ,
    Xiang Li
    ,
    Haoxuan Li
    ,
    Wen-li Wang
    ,
    Jinkun Chen
    , Mingming Gong,
    Kun Zhang
  4. A Robust Method to Discover Causal or Anticausal Relation
    ICLR 2025 ·
    Yu Yao
    ,
    Yang Zhou
    ,
    Bo Han
    , Mingming Gong,
    Kun Zhang
    ,
    Tongliang Liu
  5. A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery
    ICLR 2025 ·
    Yingyu Lin
    ,
    Yuxing Huang
    ,
    Wenqin Liu
    ,
    Haoran Deng
    ,
    Ignavier Ng
    ,
    Kun Zhang
    , Mingming Gong,
    Yian Ma
    ,
    Biwei Huang
  6. A Two-Stage Pretraining-Finetuning Framework for Treatment Effect Estimation with Unmeasured Confounding
    SIGKDD 2025 ·
    Chuan Zhou
    ,
    Yaxuan Li
    ,
    Chunyuan Zheng
    ,
    Haiteng Zhang
    ,
    Min Zhang
    ,
    Haoxuan Li
    , Mingming Gong
  7. A Unified Data Representation Learning for Non-parametric Two-sample Testing
    UAI 2025 ·
    Xunye Tian
    ,
    Liuhua Peng
    ,
    Zhijian Zhou
    , Mingming Gong,
    Arthur Gretton
    ,
    Feng Liu
  8. Analytic DAG Constraints for Differentiable DAG Learning
    ICLR 2025 ·
    Zhen Zhang
    ,
    Ignavier Ng
    ,
    Dong Gong
    ,
    Yuhang Liu
    , Mingming Gong,
    Biwei Huang
    ,
    Kun Zhang
    ,
    Anton van den Hengel
    ,
    Javen Qinfeng Shi
  9. Causality-aligned Prompt Learning via Diffusion-based Counterfactual Generation
    ACM MM 2025 ·
    Xinshu Li
    ,
    Ruoyu Wang
    ,
    Erdun Gao
    , Mingming Gong,
    Lina Yao
  10. Counterfactual Implicit Feedback Modeling
    NeurIPS 2025 ·
    Chuan Zhou
    ,
    Lina Yao
    ,
    Haoxuan Li
    , Mingming Gong
  11. DIDiffGes: Decoupled Semi-Implicit Diffusion Models for Real-time Gesture Generation from Speech
    AAAI 2025 ·
    Yongkang Cheng
    ,
    Shaoli Huang
    ,
    Xuelin Chen
    ,
    Jifeng Ning
    , Mingming Gong
  12. DREAM: Document Reconstruction via End-to-end Autoregressive Model
    ACM MM 2025 ·
    Xin Li
    , Mingming Gong,
    Yunfei Wu
    ,
    Jianxin Dai
    ,
    Antai Guo
    ,
    Xinghua Jiang
    ,
    Haoyu Cao
    ,
    Yinsong Liu
    ,
    Deqiang Jiang
    ,
    Xing Sun
  13. Decentralized Dynamic Cooperation of Personalized Models for Federated Continual Learning
    NeurIPS 2025 ·
    Danni Yang
    ,
    Zhikang Chen
    ,
    Sen Cui
    ,
    Mengyue Yang
    ,
    Ding Li
    ,
    Abudukelimu Wuerkaixi
    ,
    Haoxuan Li
    ,
    Jinke Ren
    , Mingming Gong
  14. Detecting Generated Images by Fitting Natural Image Distributions
    NeurIPS 2025 ·
    Yonggang Zhang
    ,
    Jun Nie
    ,
    Xinmei Tian
    , Mingming Gong,
    Kun Zhang
    ,
    Bo Han
  15. Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective
    ICML 2025 ·
    Hechuan Wen
    ,
    Tong Chen
    , Mingming Gong,
    Li Kheng Chai
    ,
    Shazia Sadiq
    ,
    Hongzhi Yin
  16. Extracting Rare Dependence Patterns via Adaptive Sample Reweighting
    ICML 2025 ·
    Yiqing Li
    ,
    Yewei Xia
    ,
    Xiaofei Wang
    ,
    Zhengming Chen
    ,
    Liuhua Peng
    , Mingming Gong,
    Kun Zhang
  17. LaVin-DiT: Large Vision Diffusion Transformer
    CVPR 2025 ·
    Zhaoqing Wang
    ,
    Xiaobo Xia
    ,
    Runnan Chen
    ,
    Dongdong Yu
    ,
    Changhu Wang
    , Mingming Gong,
    Tongliang Liu
  18. Learning Imbalanced Data with Beneficial Label Noise
    ICML 2025 ·
    Guangzheng Hu
    ,
    Feng Liu
    , Mingming Gong,
    Guanghui Wang
    ,
    Liuhua Peng
  19. LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning
    ICLR 2025 ·
    Zhekai Du
    ,
    Yinjie Min
    ,
    Jingjing Li
    ,
    Ke Lu
    ,
    Changliang Zou
    ,
    Liuhua Peng
    ,
    Tingjin Chu
    , Mingming Gong
  20. MFT-VITON: High-Fidelity Virtual Try-On with Minimal Input via a Mask-Free Transformer-Diffusion Model
    ICCV 2025 ·
    Zhenchen Wan
    ,
    Yanwu Xu
    ,
    Dongting Hu
    ,
    Weilun Cheng
    ,
    Tianxi Chen
    ,
    Zhaoqing Wang
    ,
    Feng Liu
    ,
    Tongliang Liu
    , Mingming Gong
  21. MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning Segmentation
    NeurIPS 2025 ·
    Jiaxin Huang
    ,
    Runnan Chen
    ,
    Ziwen Li
    ,
    Zhengqing Gao
    ,
    Xiao He
    ,
    Yandong Guo
    , Mingming Gong,
    Tongliang Liu
  22. MissScore: High-Order Score Estimation in the Presence of Missing Data
    ICML 2025 ·
    Wenqin Liu
    ,
    Haoze Hou
    ,
    Erdun Gao
    ,
    Biwei Huang
    ,
    Qiuhong Ke
    ,
    Howard D. Bondell
    , Mingming Gong
  23. Mitigating Spurious Correlations via Counterfactual Contrastive Learning
    EMNLP 2025 ·
    Fengxiang Cheng
    ,
    Chuan Zhou
    ,
    Xiang Li
    ,
    Alina Leidinger
    ,
    Haoxuan Li
    , Mingming Gong,
    Fenrong Liu
    ,
    Robert van Rooij
  24. On the Identification of Temporal Causal Representation with Instantaneous Dependence
    ICLR 2025 ·
    Zijian Li
    ,
    Yifan Shen
    ,
    Kaitao Zheng
    ,
    Ruichu Cai
    ,
    Xiangchen Song
    , Mingming Gong,
    Guangyi Chen
    ,
    Kun Zhang
  25. OpenInsGaussian: Open-Vocabulary Instance Gaussian Segmentation with Context-Aware Cross-View Fusion
    ICCV 2025 ·
    Tianyu Huang
    ,
    Runnan Chen
    ,
    Dongting Hu
    ,
    Fengming Huang
    , Mingming Gong,
    Tongliang Liu
  26. Optimal Transport for Time Series Imputation
    ICLR 2025 ·
    Hao Wang
    ,
    Zhengnan Li
    ,
    Haoxuan Li
    ,
    Xu Chen
    , Mingming Gong,
    BinChen
    ,
    Zhichao Chen
  27. Practical Kernel Selection for Kernel-based Conditional Independence Test
    NeurIPS 2025 ·
    Wenjie Wang
    , Mingming Gong,
    Biwei Huang
    ,
    James Bailey
    ,
    Bo Han
    ,
    Kun Zhang
    ,
    Feng Liu
  28. Projection Pursuit Density Ratio Estimation
    ICML 2025 ·
    Meilin Wang
    ,
    Wei Huang
    , Mingming Gong,
    Zheng Zhang
  29. Semantic-guided Cross-Modal Prompt Learning for Skeleton-based Zero-shot Action Recognition
    CVPR 2025 ·
    Anqi Zhu
    ,
    Jingmin Zhu
    ,
    James Bailey
    , Mingming Gong,
    Qiuhong Ke
  30. SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
    CVPR 2025 ·
    Jierun Chen
    ,
    Dongting Hu
    ,
    Xijie Huang
    ,
    Huseyin Coskun
    ,
    Arpit Sahni
    ,
    Aarush Gupta
    ,
    Anujraaj Goyal
    ,
    Dishani Lahiri
    ,
    Rajesh Singh
    ,
    Yerlan Idelbayev
    ,
    Junli Cao
    ,
    Yanyu Li
    ,
    Kwang-Ting Cheng
    ,
    S.-H. Gary Chan
    , Mingming Gong,
    Sergey Tulyakov
    ,
    Anil Kag
    ,
    Yanwu Xu
    ,
    Jian Ren
  31. Surprise3D: A Dataset for Spatial Understanding and Reasoning in Complex 3D Scenes
    NeurIPS 2025 ·
    Jiaxin Huang
    ,
    Ziwen Li
    ,
    Hanlue Zhang
    ,
    Runnan Chen
    ,
    Zhengqing Gao
    ,
    Xiao He
    ,
    Yandong Guo
    ,
    Wenping Wang
    ,
    Tongliang Liu
    , Mingming Gong
  32. Towards Accurate Time Series Forecasting via Implicit Decoding
    NeurIPS 2025 ·
    Xinyu Li
    ,
    Yuchen Luo
    ,
    Hao Wang
    ,
    Haoxuan Li
    ,
    Liuhua Peng
    ,
    Feng Liu
    ,
    Yandong Guo
    ,
    Kun Zhang
    , Mingming Gong
  33. UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation
    CVPR 2025 ·
    Lunhao Duan
    ,
    Shanshan Zhao
    ,
    Wenjun Yan
    ,
    Yinglun Li
    ,
    Qing-Guo Chen
    ,
    Zhao Xu
    ,
    Weihua Luo
    ,
    Kaifu Zhang
    , Mingming Gong,
    Gui-Song Xia
  34. A Variational Framework for Estimating Continuous Treatment Effects with Measurement Error
    ICLR 2024 ·
    Erdun Gao
    ,
    Howard D. Bondell
    ,
    Wei Huang
    , Mingming Gong
  35. Discovery of the Hidden World with Large Language Models
    NeurIPS 2024 ·
    Chenxi Liu
    ,
    Yongqiang Chen
    ,
    Tongliang Liu
    , Mingming Gong,
    James Cheng
    ,
    Bo Han
    ,
    Kun Zhang
  36. Enhancing Visual Document Understanding with Contrastive Learning in Large Visual-Language Models
    CVPR 2024 ·
    Xin Li
    ,
    Yunfei Wu
    ,
    Xinghua Jiang
    ,
    Zhihao Guo
    , Mingming Gong,
    Haoyu Cao
    ,
    Yinsong Liu
    ,
    Deqiang Jiang
    ,
    Xing Sun
  37. Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation
    AAAI 2024 ·
    Hao Liu
    ,
    Xin Li
    , Mingming Gong,
    Bing Liu
    ,
    Yunfei Wu
    ,
    Deqiang Jiang
    ,
    Yinsong Liu
    ,
    Xing Sun
  38. HuTuMotion: Human-Tuned Navigation of Latent Motion Diffusion Models with Minimal Feedback
    AAAI 2024 ·
    Gaoge Han
    ,
    Shaoli Huang
    , Mingming Gong,
    Jinglei Tang
  39. Identifiability Analysis of Linear ODE Systems with Hidden Confounders
    NeurIPS 2024 ·
    Yuanyuan Wang
    ,
    Biwei Huang
    ,
    Wei Huang
    ,
    Xi Geng
    , Mingming Gong
  40. Identifiable Latent Polynomial Causal Models through the Lens of Change
    ICLR 2024 ·
    Yuhang Liu
    ,
    Zhen Zhang
    ,
    Dong Gong
    , Mingming Gong,
    Biwei Huang
    ,
    Anton van den Hengel
    ,
    Kun Zhang
    ,
    Javen Qinfeng Shi
  41. Improving Non-Transferable Representation Learning by Harnessing Content and Style
    ICLR 2024 ·
    Ziming Hong
    ,
    Zhenyi Wang
    ,
    Li Shen
    ,
    Yu Yao
    ,
    Zhuo Huang
    ,
    Shiming Chen
    ,
    Chuanwu Yang
    , Mingming Gong,
    Tongliang Liu
  42. In-N-Out: Lifting 2D Diffusion Prior for 3D Object Removal via Tuning-Free Latents Alignment
    NeurIPS 2024 ·
    Dongting Hu
    ,
    Huan Fu
    ,
    Jiaxian Guo
    ,
    Liuhua Peng
    ,
    Tingjin Chu
    ,
    Feng Liu
    ,
    Tongliang Liu
    , Mingming Gong
  43. Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach
    ICLR 2024 ·
    Aoqi Zuo
    ,
    Yiqing Li
    ,
    Susan Wei
    , Mingming Gong
  44. Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization
    NeurIPS 2024 ·
    Zhikang Chen
    ,
    Min Zhang
    ,
    Sen Cui
    ,
    Haoxuan Li
    ,
    Gang Niu
    , Mingming Gong,
    Changshui Zhang
    ,
    Kun Zhang
  45. On the Recoverability of Causal Relations from Temporally Aggregated I.I.D. Data
    ICML 2024 ·
    Shunxing Fan
    , Mingming Gong,
    Kun Zhang
  46. Optimal Kernel Choice for Score Function-based Causal Discovery
    ICML 2024 ·
    Wenjie Wang
    ,
    Biwei Huang
    ,
    Feng Liu
    ,
    Xinge You
    ,
    Tongliang Liu
    ,
    Kun Zhang
    , Mingming Gong
  47. Part-Aware Unified Representation of Language and Skeleton for Zero-Shot Action Recognition
    CVPR 2024 ·
    Anqi Zhu
    ,
    Qiuhong Ke
    , Mingming Gong,
    James Bailey
  48. Physics-Informed Knowledge Transfer for Underwater Monocular Depth Estimation
    ECCV 2024 ·
    Jinghe Yang
    , Mingming Gong,
    Ye Pu
  49. Self-Distilled Disentangled Learning for Counterfactual Prediction
    SIGKDD 2024 ·
    Xinshu Li
    , Mingming Gong,
    Lina Yao