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Mengqi Zhang

GuardianBench: A Same-Scene Instruction-Contrastive Benchmark for Latent Contextual Risk in Embodied AI
2026 · Zhang, Zhesheng, Lu, Jiahao, et al. · arXiv (Cornell University)
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CRANE: Knowledge Editing for Reasoning MLLMs
2026 · Huang, Han, Wang, Hao, et al. · arXiv (Cornell University)
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Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse
2026 · Association for Computational Linguistics 2026, Chen, Zhumin, et al. · Underline Science Inc.
LLM Unlearning Should Be Form-Independent
2026 · Xiaotian Ye, Mengqi Zhang, et al. · IEEE Symposium on Security and Privacy (S&P)
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Uncovering Entity Identity Confusion in Multimodal Knowledge Editing
2026 · Wu, Shu, Ye, Xiaotian, et al. · arXiv (Cornell University)
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Uncovering Context Reliance in Unstructured Knowledge Editing
2026 · Zhou, Zisheng, Zhang, Mengqi, et al. · arXiv (Cornell University)
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Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse
2026 · Zhang, Chi, Zhang, Mengqi, et al. · arXiv (Cornell University)
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Identifying and Transferring Reasoning-Critical Neurons: Improving LLM Inference Reliability via Activation Steering
2026 · Fangan Dong, Zuming Yan, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse
2026 · Chi Zhang, Mengqi Zhang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Lever Can Move the Earth: Towards Adaptive Semantic Capacity Balance for Image-Text Retrieval
2026 · Junhao Xu, Zheng Liu, et al. · IEEE Transactions on Multimedia
Works count: 10
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