PPaperPicks

Gaowen Liu

34 papers at tracked venues · 25 at CORE A* · active 2024–2026

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Venues

CVPR ×8NeurIPS ×5ACL ×4EMNLP ×3ICCV ×3AAAI ×2ECCV ×2ICML ×2NAACL ×2WACV ×2ICLR ×1

Frequent coauthors

Ramana Kompella
×9
Yan Yan
×8
Jayanth Srinivasa
×7
Sijia Liu
×6
Ali Payani
×4
Yuzhang Shang
×4
Jingbo Shang
×3
Venkatesh Mishra
×3
Chitta Baral
×3
Haoxuan Wang
×3
Junyi Wu
×3
Charles Fleming
×3

Papers

  1. Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection
    ACL 2026 ·
    Yuwei Zhang
    ,
    Wenhao Yu
    ,
    Shangbin Feng
    ,
    Yifan Zhu
    ,
    Letian Peng
    ,
    Jayanth Srinivasa
    , Gaowen Liu,
    Jingbo Shang
  2. FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments
    ACL 2026 ·
    Amir Saeidi
    ,
    Venkatesh Mishra
    ,
    Souradeep Mukhopadhyay
    , Gaowen Liu,
    Ali Payani
    ,
    Jayanth Srinivasa
    ,
    Chitta Baral
  3. QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain
    WACV 2026 ·
    Wenfang Sun
    ,
    Yingjun Du
    , Gaowen Liu,
    Yefeng Zheng
    ,
    Cees G. M. Snoek
  4. A First-order Generative Bilevel Optimization Framework for Diffusion Models
    ICML 2025 ·
    Quan Xiao
    ,
    Hui Yuan
    ,
    A F M Saif
    , Gaowen Liu,
    Ramana Rao Kompella
    ,
    Mengdi Wang
    ,
    Tianyi Chen
  5. CaO2: Rectifying Inconsistencies in Diffusion-Based Dataset Distillation
    ICCV 2025 ·
    Haoxuan Wang
    ,
    Zhenghao Zhao
    ,
    Junyi Wu
    ,
    Yuzhang Shang
    , Gaowen Liu,
    Yan Yan
  6. Compositional Caching for Training-free Open-vocabulary Attribute Detection
    CVPR 2025 ·
    Marco Garosi
    ,
    Alessandro Conti
    , Gaowen Liu,
    Elisa Ricci
    ,
    Massimiliano Mancini
  7. Effective Training Data Synthesis for Improving MLLM Chart Understanding
    ICCV 2025 ·
    Yuwei Yang
    ,
    Zeyu Zhang
    ,
    Yunzhong Hou
    ,
    Zhuowan Li
    , Gaowen Liu,
    Ali Payani
    ,
    Yuan-Sen Ting
    ,
    Liang Zheng
  8. Efficient Multimodal Dataset Distillation via Generative Models
    NeurIPS 2025 ·
    Zhenghao Zhao
    ,
    Haoxuan Wang
    ,
    Junyi Wu
    ,
    Yuzhang Shang
    , Gaowen Liu,
    Yan Yan
  9. Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model
    CVPR 2025 ·
    Changchang Sun
    , Gaowen Liu,
    Charles Fleming
    ,
    Yan Yan
  10. How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench
    EMNLP 2025 ·
    Venkatesh Mishra
    ,
    Amir Saeidi
    ,
    Satyam Raj
    ,
    Mutsumi Nakamura
    , Gaowen Liu,
    Ali Payani
    ,
    Jayanth Srinivasa
    ,
    Chitta Baral
  11. Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
    NAACL 2025 ·
    Venkatesh Mishra
    ,
    Bimsara Pathiraja
    ,
    Mihir Parmar
    ,
    Sat Chidananda
    ,
    Jayanth Srinivasa
    , Gaowen Liu,
    Ali Payani
    ,
    Chitta Baral
  12. Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design
    ICCV 2025 ·
    Yuhao Sun
    ,
    Yihua Zhang
    , Gaowen Liu,
    Hongtao Xie
    ,
    Sijia Liu
  13. MGD3 : Mode-Guided Dataset Distillation using Diffusion Models
    ICML 2025 ·
    Jeffrey A. Chan-Santiago
    ,
    Praveen Tirupattur
    ,
    Gaurav Kumar Nayak
    , Gaowen Liu,
    Mubarak Shah
  14. MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object Detection
    CVPR 2025 ·
    Hou-I Liu
    ,
    Christine Wu
    ,
    Jen-Hao Cheng
    ,
    Wenhao Chai
    ,
    Shian-Yun Wang
    , Gaowen Liu,
    Hugo Latapie
    ,
    Jhih-Ciang Wu
    ,
    Jenq-Neng Hwang
    ,
    Hong-Han Shuai
    ,
    Wen-Huang Cheng
  15. Orientation-anchored Hyper-Gaussian for 4D Reconstruction from Casual Videos
    NeurIPS 2025 ·
    Junyi Wu
    ,
    Jiachen Tao
    ,
    Haoxuan Wang
    , Gaowen Liu,
    Ramana Kompella
    ,
    Yan Yan
  16. Pruning One More Token is Enough: Leveraging Latency-Workload Non-Linearities for Vision Transformers on the Edge
    WACV 2025 ·
    Nicholas John Eliopoulos
    ,
    Purvish Jajal
    ,
    James C. Davis
    , Gaowen Liu,
    George K. Thiravathukal
    ,
    Yung-Hsiang Lu
  17. SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs?
    ACL 2025 ·
    Haomin Zhuang
    ,
    Yihua Zhang
    ,
    Kehan Guo
    ,
    Jinghan Jia
    , Gaowen Liu,
    Sijia Liu
    ,
    Xiangliang Zhang
  18. SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning
    EMNLP 2025 ·
    Kaiwen Zhou
    ,
    Xuandong Zhao
    ,
    Jayanth Srinivasa
    , Gaowen Liu,
    Aosong Feng
    ,
    Dawn Song
    ,
    Xin Eric Wang
  19. Targeted Forgetting of Image Subgroups in CLIP Models
    CVPR 2025 ·
    Zeliang Zhang
    , Gaowen Liu,
    Charles Fleming
    ,
    Ramana Rao Kompella
    ,
    Chenliang Xu
  20. Understanding Matrix Function Normalizations in Covariance Pooling through the Lens of Riemannian Geometry
    ICLR 2025 ·
    Ziheng Chen
    ,
    Yue Song
    ,
    Xiaojun Wu
    , Gaowen Liu,
    Nicu Sebe
  21. UniMuMo: Unified Text, Music, and Motion Generation
    AAAI 2025 ·
    Han Yang
    ,
    Kun Su
    ,
    Yutong Zhang
    ,
    Jiaben Chen
    ,
    Kaizhi Qian
    , Gaowen Liu,
    Chuang Gan
  22. Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
    NAACL 2024 ·
    Jiabao Ji
    ,
    Bairu Hou
    ,
    Zhen Zhang
    ,
    Guanhua Zhang
    ,
    Wenqi Fan
    ,
    Qing Li
    ,
    Yang Zhang
    , Gaowen Liu,
    Sijia Liu
    ,
    Shiyu Chang
  23. Answer is All You Need: Instruction-following Text Embedding via Answering the Question
    ACL 2024 ·
    Letian Peng
    ,
    Yuwei Zhang
    ,
    Zilong Wang
    ,
    Jayanth Srinivasa
    , Gaowen Liu,
    Zihan Wang
    ,
    Jingbo Shang
  24. Efficient Multitask Dense Predictor via Binarization
    CVPR 2024 ·
    Yuzhang Shang
    ,
    Dan Xu
    , Gaowen Liu,
    Ramana Rao Kompella
    ,
    Yan Yan
  25. Enhancing Post-Training Quantization Calibration Through Contrastive Learning
    CVPR 2024 ·
    Yuzhang Shang
    , Gaowen Liu,
    Ramana Rao Kompella
    ,
    Yan Yan
  26. From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models
    NeurIPS 2024 ·
    Zhuoshi Pan
    ,
    Yuguang Yao
    , Gaowen Liu,
    Bingquan Shen
    ,
    H. Vicky Zhao
    ,
    Ramana Kompella
    ,
    Sijia Liu
  27. MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning
    CVPR 2024 ·
    Matteo Farina
    ,
    Massimiliano Mancini
    ,
    Elia Cunegatti
    , Gaowen Liu,
    Giovanni Iacca
    ,
    Elisa Ricci
  28. Open-world Multi-label Text Classification with Extremely Weak Supervision
    EMNLP 2024 ·
    Xintong Li
    ,
    Jinya Jiang
    ,
    Ria Dharmani
    ,
    Jayanth Srinivasa
    , Gaowen Liu,
    Jingbo Shang
  29. Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference
    NeurIPS 2024 ·
    Jiabao Ji
    ,
    Yujian Liu
    ,
    Yang Zhang
    , Gaowen Liu,
    Ramana Kompella
    ,
    Sijia Liu
    ,
    Shiyu Chang
  30. Riemannian Multinomial Logistics Regression for SPD Neural Networks
    CVPR 2024 ·
    Ziheng Chen
    ,
    Yue Song
    , Gaowen Liu,
    Ramana Rao Kompella
    ,
    Xiao-Jun Wu
    ,
    Nicu Sebe
  31. SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding
    ECCV 2024 ·
    Weitai Kang
    , Gaowen Liu,
    Mubarak Shah
    ,
    Yan Yan
  32. Self-adapting Large Visual-Language Models to Edge Devices Across Visual Modalities
    ECCV 2024 ·
    Kaiwen Cai
    ,
    Zhekai Duan
    , Gaowen Liu,
    Charles Fleming
    ,
    Chris Xiaoxuan Lu
  33. UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models
    NeurIPS 2024 ·
    Yihua Zhang
    ,
    Chongyu Fan
    ,
    Yimeng Zhang
    ,
    Yuguang Yao
    ,
    Jinghan Jia
    ,
    Jiancheng Liu
    ,
    Gaoyuan Zhang
    , Gaowen Liu,
    Ramana Kompella
    ,
    Xiaoming Liu
    ,
    Sijia Liu
  34. WaveFormer: Wavelet Transformer for Noise-Robust Video Inpainting
    AAAI 2024 ·
    Zhiliang Wu
    ,
    Changchang Sun
    ,
    Hanyu Xuan
    , Gaowen Liu,
    Yan Yan