Publications

Zhen Zhang, Javen Qinfeng Shi, Wee Sun Lee (2025). Solving the Asymmetric Traveling Salesman Problem via Trace-Guided Cost Augmentation. NeurIPS 2025.
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Yichao Cai, Yuhang Liu, Erdun Gao, Tianjiao Jiang, Zhen Zhang, Anton Van Den Hengel, Javen Qinfeng Shi (2025). On the Value of Cross-Modal Misalignment in Multimodal Representation Learning. NeurIPS 2025 (Spotlight).
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Nadhir Hassen, Zhen Zhang, Johan W. Verjans (2025). Adaptive Quantization in Generative Flow Networks for Probabilistic Sequential Prediction. NeurIPS 2025.
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Tianjiao Jiang, Zhen Zhang, Yuhang Liu, Javen Qinfeng Shi (2025). Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning. International Conference on Computer Vision 2025.
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Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Mingming Gong, Biwei Huang, Kun Zhang, Anton Van Den Hengel, Javen Qinfeng Shi (2025). Analytic DAG Constraints for Differentiable DAG Learning. The Thirteenth International Conference on Learning Representations.
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Alireza Ghiasi, Zhen Zhang, Zijie Zeng, Ching Tai Ng, Abdul Hamid Sheikh, Javen Qinfeng Shi (2025). Generalization of anomaly detection in bridge structures using a vibration‐based Siamese convolutional neural network. Computer aided Civil Eng.
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Yichao Cai, Yuhang Liu, Zhen Zhang, Javen Qinfeng Shi (2025). CLAP: Isolating Content from Style Through Contrastive Learning with Augmented Prompts. Computer Vision – ECCV 2024.
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Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton Van Den Hengel, Kun Zhang, Javen Qinfeng Shi (2024). Identifiable Latent Polynomial Causal Models Through the Lens of Change. ICLR.
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Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton Van Den Hengel, Kun Zhang, Javen Qinfeng Shi (2024). Identifying Weight-Variant Latent Causal Models. arXiv.
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Liang Chen, Yong Zhang, Yibing Song, Zhen Zhang, Lingqiao Liu (2024). A Causal Inspired Early-Branching Structure for Domain Generalization. Int J Comput Vis.
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