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Gaowen Liu

40 papers · 2015–2026 · 14 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ 🌍 Conference Polyglot (14) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer πŸƒ Academic Marathon (11)
πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (6) πŸ† Grand Slam πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (5) ⚑ Prolific Year (18) πŸ’Ž Century Club (39) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (170)

Conferences

CVPR (8) NIPS (6) ICCV (4) ACL (3) ECCV (3) EMNLP (3) WACV (3) AAAI (2) ICML (2) NAACL (2) AACL (1) ICLR (1) IJCAI (1) IJCNLP (1)

Research topics

Papers

Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection ACL 2026 QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain WACV 2026 SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning EMNLP 2025 How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench EMNLP 2025 The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1 IJCNLP 2025 Effective Training Data Synthesis for Improving MLLM Chart Understanding ICCV 2025 Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design ICCV 2025 CaO2: Rectifying Inconsistencies in Diffusion-Based Dataset Distillation ICCV 2025 Understanding Matrix Function Normalizations in Covariance Pooling through the Lens of Riemannian Geometry ICLR 2025 MGD$^3$ : Mode-Guided Dataset Distillation using Diffusion Models ICML 2025 A First-order Generative Bilevel Optimization Framework for Diffusion Models ICML 2025 UniMuMo: Unified Text, Music, and Motion Generation AAAI 2025 The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1 AACL 2025 Compositional Caching for Training-free Open-vocabulary Attribute Detection CVPR 2025 Targeted Forgetting of Image Subgroups in CLIP Models CVPR 2025 Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model CVPR 2025 MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object Detection CVPR 2025 Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning NAACL 2025 Pruning One More Token is Enough: Leveraging Latency-Workload Non-Linearities for Vision Transformers on the Edge WACV 2025 SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs? ACL 2025 Self-Adapting Large Visual-Language Models to Edge Devices across Visual Modalities ECCV 2024 Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference NIPS 2024 From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models NIPS 2024 UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models NIPS 2024 WaveFormer: Wavelet Transformer for Noise-Robust Video Inpainting AAAI 2024 Answer is All You Need: Instruction-following Text Embedding via Answering the Question ACL 2024 Efficient Multitask Dense Predictor via Binarization CVPR 2024 Riemannian Multinomial Logistics Regression for SPD Neural Networks CVPR 2024 MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning CVPR 2024 Enhancing Post-training Quantization Calibration through Contrastive Learning CVPR 2024 SegVG: Transferring Object Bounding Box to Segmentation for Visual Grounding ECCV 2024 Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP 2024 Advancing the Robustness of Large Language Models through Self-Denoised Smoothing NAACL 2024 Adaptive Deep Neural Network Inference Optimization With EENet WACV 2024 Model Sparsity Can Simplify Machine Unlearning NIPS 2023 Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning NIPS 2023 Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling NIPS 2023 Causal-DFQ: Causality Guided Data-Free Network Quantization ICCV 2023 Learning Omnidirectional Flow in 360Β° Video via Siamese Representation ECCV 2022 Inferring Painting Style with Multi-Task Dictionary Learning IJCAI 2015