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docs: add 2 new academic citations to README (#703)
- Peng et al. (2026) - Synapse: smart contract vulnerability detection with thought-augmented LLM (FSE 2026, ACM) - Su et al. (2026) - TracExp: automated PoC synthesis for real-world DeFi attacks (arXiv)
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@@ -79,10 +79,12 @@ Heimdall has been cited in the following academic papers & theses:
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- Lagouvardos, S., Bollanos, Y., Debono, M., Grech, N. & Smaragdakis, Y. (2025). *Precise static identification of Ethereum storage variables*. arXiv. https://doi.org/10.48550/arXiv.2503.20690
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- Lagouvardos, S., Bollanos, Y., Grech, N., & Smaragdakis, Y. (2025). *The incredible shrinking context…in a decompiler near you*. arXiv. https://doi.org/10.48550/arXiv.2409.11157
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- Liu, Y., Li, X., & Li, Y. (2025). *DeepTx: Real-time transaction risk analysis via multi-modal features and LLM reasoning*. arXiv. https://doi.org/10.48550/arXiv.2510.18438
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- Peng, C., Jiang, M., Zhou, Y., & Wu, L. (2026). Thought is all you need: Smart contract vulnerability detection with thought-augmented large language model. *Proceedings of the ACM on Software Engineering*, *3*(FSE). https://doi.org/10.1145/3808141
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- Qasse, I. A. (2025). *Immutable yet mutable: Empirical studies in smart contract upgradeability* [Doctoral dissertation, Reykjavík University]. Iris. https://iris.ru.is/ws/files/235971434/Thesis_Smart_contract_upgradeability_Final_.pdf
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- Qasse, I., Hamdaqa, M., & Jónsson, B. Þ. (2025). PROXiFY: A bytecode analysis tool for detecting and classifying proxy contracts in Ethereum smart contracts. In *ASE 2025: Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering* (pp. 4114–4117). IEEE. https://doi.org/10.1109/ASE63991.2025.00388
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- Qin, K., Song, D., & Gervais, A. (2026). *SCDBench: A benchmark for LLM-based smart contract decompilers*. arXiv. https://doi.org/10.48550/arXiv.2605.29059
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- Solmaz, O., Heimbach, L., Vonlanthen, Y., & Wattenhofer, R. (2025). *Optimistic MEV in Ethereum layer 2s: Why blockspace is always in demand*. arXiv. https://doi.org/10.48550/arXiv.2506.14768
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- Su, X., Wu, H., Liang, H., Jiang, Y., Cheng, Y., Liu, Y., & Xu, F. (2026). *From transactions to exploits: Automated PoC synthesis for real-world DeFi attacks*. arXiv. https://doi.org/10.48550/arXiv.2601.16681
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- Sun, Y., Bao, L., & Yang, X. (2025). FIRE: Smart contract bytecode function identification via graph-refined hybrid feature encoding. ACM. https://doi.org/10.1145/3755881.3755883
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- Ye, M., Lin, X., Nan, Y., Wu, J., & Zheng, Z. (2024). Midas: Mining profitable exploits in on-chain smart contracts via feedback-driven fuzzing and differential analysis. In M. Christakis & M. Pradel (Eds.), *ISSTA 2024: Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis* (pp. 794–805). Association for Computing Machinery. https://doi.org/10.1145/3650212.3680321
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