Peer-reviewed Publications

*: equal contribution, ✉️: corresponding author

2026

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Unified Latent Space for Understanding and Generation via Semantic Auto-encoder Xiaojie Li, Yang Zhao, Ming Li, Yancheng Zhang, Zonglin Lyu, Yunpeng Chen, Rui Wang, Daquan Zhou. CVPR 2026 [Paper]

Geo²: Geometry-Guided Cross-view Geo-Localization and Image Synthesis Yancheng Zhang, Xiaohan Zhang, Guangyu Sun, Zonglin Lyu, Safwan Wshah, Chen Chen. CVPR 2026 [Paper] [Code] [Webpage]

Learning from Noisy Preferences: A Semi-Supervised Learning Approach to Direct Preference Optimization Xinxin Liu, Ming Li, Zonglin Lyu, Yuzhang Shang, Chen Chen✉️. ICLR 2026 [Paper] [Webpage]

2025

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CPO: Condition Preference Optimization for Controllable Image Generation Zonglin Lyu, Ming Li, Xinxin Liu, Chen Chen✉️. NeurIPS 2025 [Paper] [Code] [Webpage]

TLB-VFI: Temporal-Aware Latent Brownian Bridge Diffusion for Video Frame Interpolation Zonglin Lyu, Chen Chen✉️. ICCV 2025 [Paper] [Code] [Webpage]

2024

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Frame Interpolation with Consecutive Brownian Bridge Diffusion Zonglin Lyu, Ming Li, Jianbo Jiao, Chen Chen✉️. ACM MM 2024 [Paper] [Code] [Webpage]

Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset Yiming Li*, Zhiheng Li*, Nuo Chen*, Moonjun Gong*, Zonglin Lyu*, Zehong Wang, Peili Jiang, Chen Feng✉️. CVPR 2024 [Paper] [Code] [Webpage]

2022

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How Features Benefit: Parallel Series Embedding for Multivariate Time Series Forecasting with Transformer Xuande Feng*, Zonglin Lyu*✉️. ICTAI 2022 (oral presentation) [Paper] [Code]

Preprints

*: equal contribution, ✉️: corresponding author

2024

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Tell Me Where You Are: Multimodal LLMs Meet Place Recognition Zonglin Lyu, Juexiao Zhang, Mingxuan Lu, Yiming Li, Chen Feng✉️. arXiv 2024 [Paper] [Code] [Webpage]

2023

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Collaborative Visual Place Recognition Yiming Li*, Zonglin Lyu*, Mingxuan Lu, Chao Chen, Michael Milford, Chen Feng✉️. arXiv 2023 [Paper] [Code] [Webpage]

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