📝 Publications
Full publication list can be found @ Google Scholar.
Selected Publications
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NeurIPS 2026Jiang, H., Chen, J., Pan, Y., et al. MedVIGIL: Evaluating Trustworthy Medical VLMs Under Broken Visual Evidence. -
QNLPAI · Oral 2026Chen, J., Zhou, Y., Jiang, H., Pan, Y., et al. CLAQS: Compact Learnable All-Quantum Token Mixer with Shared-ansatz for Text Classification. -
IEEE ISBI · Oral 2026Li, Y., Pan, Y., et al. MedQuA: A NISQ-Aware Quantum Adapter for Medical Vision–Language Models. -
Meta-Radiology 2026Jiang, H., Pan, Y., et al. Quantum Artificial Intelligence: A Comprehensive Survey. -
IEEE TBME 2026Zhong, T., Zhao, W., Zhang, Y., Pan, Y., et al. ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Impression Generation on Multi-Institution and Multi-System Data. (online Aug. 2025) -
AAAI QIML · Oral 2025Pan, Y., et al. Bridging Classical and Quantum Computing for Next-Generation Language Models. -
AAAI QIML 2025Jahin, A., Pan, Y., et al. Quantum-Classical Hybrid Molecular Autoencoder for Advancing Classical Decoding. -
EMNLP 2025Zhao, H., Li, J., Pan, Y., et al. HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-Tuning LLM with Zeroth-Order Optimization. -
IEEE QAI 2025Pan, Y., et al. MolQAE: Quantum Autoencoder for Molecular Representation Learning. -
IEEE TNNLS 2025Zhong, T., Pan, Y., et al. ChatABL: Abductive Learning via Natural Language Interaction with ChatGPT. -
ICLR 2025Li, Y., Kim, S., Wu, Z., Jiang, H., Pan, Y., et al. ECHOPulse: ECG Controlled Echocardiogram Video Generation.
Preprints & Manuscripts
- Pan, Y., et al. Efficient and identifiable noise models for symmetry-preserving quantum circuits. 2026.
- Pan, Y., et al. Identifying the Sign of Coherent Over-Rotations with Logarithmically Many Pauli Settings. 2026.