Publications
| Bhuiya, N., Schlegel, V., & Winkler, S. (2024). Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (pp. 2514-2528). |
| Binici, K., Kashyap, A. R., Schlegel, V., Liu, A. T., Dwivedi, V. P., Nguyen, T. T., ... & Winkler, S. (2025, April). MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 39, No. 22, pp. 23496-23504). |
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Bird, A., Linnes, J. C., Basing, L. A., & Hall, E. (2026). Innovations in reagent manufacturing to support the global diagnostics supply chain. Frontiers in Public Health. Advance online publication. https://doi.org/10.3389/fpubh.2026.1899854 |
| Bird, A., Mohan, V., Cao, Z., Bharath, A., & Oliver, N. (2025, December 9–11). Vulnerability assessment framework for the cybersecurity of CGMs [Conference abstract]. 2nd Asian Conference on Innovative Therapies for Diabetes Management, Singapore. To be published in Diabetes Technology & Therapeutics. Mary Ann Liebert, Inc. |
| Bowen Hu, Kuo Wang, and Chip Hong Chang. 2025. Red bleed: a pragmatic near-infrared presentation attack on facial biometric authentication systems. In Proceedings of the 34th USENIX Conference on Security Symposium (SEC '25). USENIX Association, USA, Article 404, 7877–7896. |
| C. Hwang, B. Zhou, Y. Ke, Mohan, V. et al., (2025). "Event-Based Neural Spike Detection Using Spiking Neural Networks for Neuromorphic iBMI Systems". In Proceedings of IEEE International Conference on Circuits and Systems (ISCAS), London, UK 2025. |
| Cao, Z., Sun, Y., Xu, Z., Li, K., Fu, Y., Zhang, Y., Kong, Z., & Liu, Y. (2026). Reframing paths as logic: Semantic segmentation for vulnerability detection. In Proceedings of the ACM on Programming Languages, 10(OOPSLA1) |
| Deb, S., Lupu, E., Drakakis, E. M., Bharath, A. A., Leung, Z. K., Ma, G. R., & Chattopadhyay, A. (2025, July 25). Securing the Internet of Medical Things (IoMT): Real-World Attack Taxonomy and Practical Security Measures. arXiv |
| Dwivedi, V. P., Schlegel, V., Liu, A. T., Nguyen, T. T., Kashyap, A. R., Wei, J., ... & Tan, R. T. Representation Learning of Structured Data for Medical Foundation Models. In Proceedings of UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural Models. |
| G. Rajendran, D. Basak, S. Deb, and A. Chattopadhyay, “Securing binarized neural networks via puf-based key management in memristive crossbar arrays,” IEEE Embedded Systems Letters, 2024. |
| Guo, W., Liu, C., Kang, M., Zhang, Y., Wu, J., Xu, Z., Sachidananda, V., & Liu, Y. (2026). Cutting the satisfying Gordian Knot: Detecting malicious PyPI packages via a knowledge-mining framework. In Proceedings of the 35th USENIX Security Symposium (USENIX Security '26). USENIX Association. |
| Guo, W., Liu, C., Wang, L., Zhang, Y., Wu, J., Xu, Z., & Liu, Y. (2024). IntelliRadar: A Comprehensive Platform to Pinpoint Malicious Package Information from Cyber Intelligence. |
| Guo, W., Song, S., Guo, J., Xu, Z., Liu, C., Ou, H., Ge, M., & Liu, Y. (2026). Bridging expert reasoning and LLM detection: A knowledge-driven framework for malicious packages. In Proceedings of the ACM Web Conference 2026 (WWW '26). ACM. |
| Jiang, J., Zheng, Y., Chang., C.H. (2025), "PUF-Based Edge DNN Model IP Protection with Self-Obfuscation and Publicly Verifiable Ownership". Accepted, to appear IEEE International Conference on Circuits and Systems (ISCAS), London, UK 2025. |
| Jiao, R., Zheng, Y., Ghajari, S., Sadeghi, S., Cortese, A., McEuen, P., Molnar, A., & Lee, S. (2025). A 43 µm × 269 µm, light-tolerant and power-adaptive forward-bulk optoelectrical microsystem for tetherless neural recording (pp. 1–5). IEEE. |
| Jiao, R., Zheng, Y., Nibras, A., Ghajari, S., Sadeghi, S., Cortese, A., McEuen, P., Molnar, A., & Lee, S. (2026). A 43 μm × 269 μm Light-Adaptive Optoelectronic Autonomous Microsystem for Neural Recording. IEEE Transactions on Biomedical Circuits and Systems, 1-14. |
| Lee, S., Ghajari, S., Sadeghi, S. et al. A subnanolitre tetherless optoelectronic microsystem for chronic neural recording in awake mice. Nat Electron 8, 1259–1271 (2025). |
| Li, H., Deng, B., Xu, C., Feng, Z., Schlegel, V., Huang, Y.-H., Sun, Y., Sun, J., Yang, K., Yu, Y., & Bian, J. (2025). MIRA: Medical time series foundation model for real-world health data. Forthcoming In Proceedings of the 2025 Conference on Neural Information Processing Systems (NeurIPS 2025). |
| Li, H., Huang, Y.-H., Xu, C., Schlegel, V., Jiang, R.-H., Batista-Navarro, R., Nenadic, G., & Bian, J. (2025). BRIDGE: Bootstrapping text to control time-series generation via multi-agent iterative optimization and diffusion modelling. In Proceedings of the 42nd International Conference on Machine Learning. PMLR. |
| Li, K., Zhang, J., Wang, C., Chen, S., Cao, Z., Zhang, M., & Liu, Y. (2026). GadgetHunter: Region-based neuro-symbolic detection of Java deserialization vulnerabilities. In Proceedings of the ACM International Conference on the Foundations of Software Engineering (FSE). |
| Li, M., Schlegel, V., Mu, T., Oyewusi, W., Kang, K., & Nenadic, G. (2026). Evaluation and LLM-guided learning of ICD coding rationales. In Proceedings of the 2026 Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026). |
| Luan, X., Sanan, D., Hou, Z., Xu, Q., Liu, C., Cai, Y., ... & Sun, M. (2025). Why the Proof Fails in Different Versions of Theorem Provers: An Empirical Study of Compatibility Issues in Isabelle. Proceedings of the ACM on Software Engineering, 2(FSE), 1499-1521. |
| Ma, J., Zhang, J., Shen, G., Marshall, A., and Chang, C. H. 2025. Adversarial Attacks Against Deep Learning-Based Radio Frequency Fingerprint Identification. IEEE Transactions on Mobile Computing (Accepted Dec. 2025). DOI: 10.1109/TMC.2025.3646257 |
| Ma, Y., Mohan, V., Chang, C. H., and Drakakis, E. M. 2026. QT-PUF: Quantum Tunneling Leakage Based PUF for Implantable IoMT Devices. In Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS). Shanghai, China, 1-5. |
| Madusanka, T., Valentino, M., Zahid, I., Pratt-Hartmann, I., & Batista-Navarro, R. (2025). Unravelling the logic: Investigating the generalisation of transformers in numerical satisfiability problems. In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (pp. 25155–25168). Association for Computational Linguistics. |
| Mohan, V., Bird, A., Cao, Z., Wei, K., Schlegel, V., Oliver, N., & Bharath, A. (2025, December 9–11). A dynamic test rig for simulation cybersecurity attacks in hybrid closed-loop diabetes systems. Abstract presented at the 2nd Asian Conference on Innovative Therapies for Diabetes Management, Singapore. To be published in Diabetes Technology & Therapeutics. Mary Ann Liebert, Inc. |
| Mohan, V., Zhou, B. and Wang, Z. (2025) "Architectural Exploration of Hybrid Neural Decoders for Neuromorphic Implantable BMI". In Proceedings of IEEE International Conference on Circuits and Systems (ISCAS), London, UK 2025. |
| Mohan. V., Tay, W.P. and Basu, A. (2025), "Towards neuromorphic compression based neural sensing for next-generation wireless implantable brain machine interface". Neuromorphic Computing and Engineering. 5 014004, Jan 2025. |
| Nagar, A., Liu, Y., Liu, A. T., Schlegel, V., Dwivedi, V. P., Kaliya-Perumal, A. K., ... & Tan, R. T. (2025). uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization. Forthcoming in Proceedings of the 63rd Conference of the Association for Computational Linguistics. |
| Ren, S., Chang, C. H., Liu, J., Sun, Z., and Li, D. 2026. SMARC: A State-repairing Multi-agent Resilient Consensus Scheme. ,” IEEE Transactions on Circuits and Systems-I: Regular Papers (Accepted Feb. 2026) |
| Ren, S., Liu, J., Chang, C. H., Wang, H., and Li, D. 2026. SLAPE: Secure Lightweight Authentication for Privacy Enhanced Federated Learning in Industrial Internet of Things. IEEE Internet of Things Journal (Accepted Jan. 2026). |
| Shi, J., Chen, Y., Xiao, Y., Li, Y., Xu, Z., Qiu, S., Zhang, C., Qi, K., Li, Y., Chen, X., Zou, Y., Liu, Y., & Huo, W. (2025). A large scale study of AI-based binary function similarity detection techniques for security researchers and practitioners. In Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering (ASE). (Accepted). |
| Sun, Y., Schlegel, V., Nandakumar, S., Zahid, I., Wu, Y., Del-Pinto, W., Nenadic, G., Lam, S.K., Zhang, J. and Bharath, A.A., 2025. Evaluating Differentially Private Generation of Domain-Specific Text. arXiv preprint arXiv:2508.20452. |
| Wang, C., Yang, J., Li, Y., Wang, Z., Jie, H., Zheng, Z., Zhao, Z., Zhou, S., & Guo, Y. (2025). A spike-driven transformer network for edge computing-based partial discharge monitoring using ultrahigh frequency pulse signals. IEEE Transactions on Microwave Theory and Techniques. https://doi.org/10.1109/TMTT.2025.3582786 |
| Wang, Z., Du, H., Tang, X., Qiao, S., Yin, S., Bharath, A. and Drakakis, M. (2025) "MPE: A power-efficient edge-device Mamba processor with multi-dimensional calculation-compression scheme" |
| Wang, Z., H. Du, J. Zhou, et al., (2025), "GPE A High-Performance Edge GNN Inference Processor with Multi-Parallelism Format-Variation Mechanism". To Appear, IEEE International Symposium on Circuits and Systems (ISCAS), London, UK. |
| Wang, Z., H. Du, Mohan, V., et al., (2025) "STPE An Energy-Efficient Edge-Device Transformer Inference Processor with Multi-Mode Data-Compression Scheme". To appear: IEEE International Symposium on Circuits and Systems (ISCAS), London, UK. |
| Wu, C., Sun, J., Chen, J., Alazab, M., Liu, Y., & Xiang, Y. (2025). TCG-IDS: Robust Network Intrusion Detection via Temporal Contrastive Graph Learning. IEEE Transactions on Information Forensics and Security. |
| Wu, X., Yang, P., Zhu, X., Li, Y., Ma, Y., Wang, Z., Zhou, J., Liu, Y., Liu, Y., & Han, G. (2026). SPICA: Energy-efficient SRAM-based multi-precision multi-mode compute-in-memory accelerator for AI inference. In Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS 2026), Shanghai, China, May 24–27. (Accepted) |
| Wu, Y., Schlegel, V., & Batista-Navarro, R. (2025). Natural context drift undermines the natural language understanding of large language models. In Findings of the Association for Computational Linguistics: EMNLP 2025. |
| Y. Zheng, C.-H. Chang, S.-H. Huang, P. Chen, and S. Picek, “An Overview of Trustworthy AI: Advances in IP Protection, Privacy-Preserving Federated Learning, Security Verification, and GAI Safety Alignment,” IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. PP, pp. 1–1, 2024. |
| Zahid, I., Sun, Y., & Batista-Navarro, R. (2025). BEDAA: Bayesian enhanced DeBERTa for uncertainty-aware authorship attribution. In Findings of the Association for Computational Linguistics: ACL 2025 (pp. 17952–17966). Association for Computational Linguistics. |
| Zhang, Y., Liu, C., Sun, Y., Xu, Z., Sun, W., Li, W., Jin, W., & Liu, Y. (2026). Semantic-enhanced automatic refinement of architecture recovery results using LLMs. In Proceedings of the 48th IEEE/ACM International Conference on Software Engineering (ICSE '26). ACM. |
| Zhang, Y., Xu, Z., Lang, Z., Liu, C., Sun, Y., Guo, W., Liu, C., Sun, W., & Liu, Y. (2025). BinStruct: Binary structure recovery combining static analysis and semantics. In Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering (ASE). (Accepted). |
| Zheng, Y., Boyapally, H., Liu, W., Yang, Y., and Chang, C. H. 2025. A Lightweight PUF-Based Communication Scheme for Low-Altitude Network with Dynamic Group Membership. IEEE Transactions on Mobile Computing (Accepted Nov. 2025). DOI: 10.1109/TMC.2025.3636876 |