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Weili Nie

27 papers · 2018–2025 · 6 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (7)
πŸ—ΊοΈ Taxonomy Completionist (42) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ‘‘ Triple Crown 🀝 Dynamic Duo (12) πŸ—ƒοΈ Keyword Collector (84) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (27) πŸ”₯ Unstoppable (8)

Conferences

ICLR (9) ICML (8) NIPS (6) CVPR (2) EMNLP (1) UAI (1)

Top co-authors

Anima Anandkumar (12) Arash Vahdat (12) Chaowei Xiao (9) Zhiding Yu (7) Karsten Kreis (6) De-An Huang (5) Yuke Zhu (4) Tomas Geffner (3) Jiongxiao Wang (3) Ankit Patel (3)

Keywords

diffusion model (6) few-shot learning (3) image generation (3) visual reasoning (2) zero-shot learning (2) retrieval augmentation (2) generative adversarial network (2) generative model (2) compositional generation (2) molecule generation (2) controllable generation (2) image synthesis (1) video generation (1) conditional generation (1) test-time adaptation (1) convergence analysis (1) image restoration (1) adversarial robustness (1) image captioning (1) neural network visualization (1)

Papers

GenMol: A Drug Discovery Generalist with Discrete Diffusion ICML 2025 T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching ICLR 2025 Truncated Consistency Models ICLR 2025 BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations CVPR 2025 Energy-Based Diffusion Language Models for Text Generation ICLR 2025 Compositional Text-to-Image Generation with Dense Blob Representations ICML 2024 Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization NIPS 2024 Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models NIPS 2024 Molecule Generation with Fragment Retrieval Augmentation NIPS 2024 Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition ICLR 2024 I$^2$SB: Image-to-Image SchrΓΆdinger Bridge ICML 2023 Fast Sampling of Diffusion Models via Operator Learning ICML 2023 Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023 DensePure: Understanding Diffusion Models for Adversarial Robustness ICLR 2023 Defending against Adversarial Audio via Diffusion Model ICLR 2023 Retrieval-based Controllable Molecule Generation ICLR 2023 A Critical Revisit of Adversarial Robustness in 3D Point Cloud Recognition with Diffusion-Driven Purification ICML 2023 Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions CVPR 2022 Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NIPS 2022 Diffusion Models for Adversarial Purification ICML 2022 RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning ICLR 2022 Controllable and Compositional Generation with Latent-Space Energy-Based Models NIPS 2021 Bongard-LOGO: A New Benchmark for Human-Level Concept Learning and Reasoning NIPS 2020 Semi-Supervised StyleGAN for Disentanglement Learning ICML 2020 RelGAN: Relational Generative Adversarial Networks for Text Generation ICLR 2019 Towards a Better Understanding and Regularization of GAN Training Dynamics UAI 2019 A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations ICML 2018