Yan Zeng

27 papers · 2020–2026 · 13 conferences · across top CS/AI conferences

Achievements

+9 more ↓

🌍 Conference Polyglot (13) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (13) 🏃 Academic Marathon (5) 🗃️ Keyword Collector (110) ⚡ Prolific Year (11) 🚀 Conference Pioneer 💎 Century Club (26) 🔥 Unstoppable (6) ❓ The Questioner

Conferences

ICML (7) NIPS (4) ACL (3) AAAI (2) CVPR (2) NAACL (2) CLEAR (1) EMNLP (1) IJCAI (1) IJCNLP (1) JMLR (1) MICCAI (1) WACV (1)

Top co-authors

Xinsong Zhang (5) Feng Xie (5) Hang Li (4) Wangchunshu Zhou (3) Peng Wu (3) Yuchen Zhang (3) Zhi Geng (3) Guoqiang Wei (3) Jian-Yun Nie (3) Shohei Shimizu (3)

Keywords

multimodal learning (4) causal discovery (3) contrastive learning (2) multi-task learning (2) foundation model (2) diffusion model (2) vision-language model (2) image generation (2) computational photography (1) transfer learning (1) 3d reconstruction (1) image restoration (1) active learning (1) policy optimization (1) self-supervised learning (1) neural network pruning (1) sequential decision making (1) video generation (1) object detection (1) motion synthesis (1)

Papers

Class-Aware Active Annotation in Federated Semi-Supervised Learning for Medical Image Classification AAAI 2026 Inverting the Generation Process of Denoising Diffusion Implicit Models: Empirical Evaluation and a Novel Method WACV 2025 FedAMM: Federated Learning for Brain Tumor Segmentation with Arbitrary Missing Modalities MICCAI 2025 Data-Driven Selection of Instrumental Variables for Additive Nonlinear, Constant Effects Models ICML 2025 eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation AAAI 2024 DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM NIPS 2024 Learning the Optimal Policy for Balancing Short-Term and Long-Term Rewards NIPS 2024 Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments NIPS 2024 CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy NIPS 2024 Make Pixels Dance: High-Dynamic Video Generation CVPR 2024 ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization ICML 2024 Boximator: Generating Rich and Controllable Motions for Video Synthesis ICML 2024 Policy Learning for Balancing Short-Term and Long-Term Rewards ICML 2024 Local Causal Structure Learning in the Presence of Latent Variables ICML 2024 What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? NAACL 2024 Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training ACL 2023 Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks EMNLP 2023 EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning ACL 2023 Python package for causal discovery based on LiNGAM JMLR 2023 VLUE: A Multi-Task Multi-Dimension Benchmark for Evaluating Vision-Language Pre-training ICML 2022 Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts ICML 2022 Causal Discovery for Linear Mixed Data CLEAR 2022 A Simple and Efficient Multi-Task Learning Approach for Conditioned Dialogue Generation NAACL 2021 An Investigation of Suitability of Pre-Trained Language Models for Dialogue Generation – Avoiding Discrepancies ACL 2021 Causal Discovery with Multi-Domain LiNGAM for Latent Factors IJCAI 2021 An Investigation of Suitability of Pre-Trained Language Models for Dialogue Generation – Avoiding Discrepancies IJCNLP 2021 Perceptual Quality Assessment of Smartphone Photography CVPR 2020