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Kwok-Yan Lam

The Shadow Self: Intrinsic Value Misalignment in Large Language Model Agents
2026 · Chen, Chen, Il, Kim Young, et al. · arXiv (Cornell University) · 2
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Attribution Techniques for Mitigating Hallucinated Information in RAG Systems: A Survey
2026 · Zhao, Yuqing, Liu, Ziyao, et al. · arXiv (Cornell University) · 2
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SIEVE: Selective attention-value Suppression for Vision-Language Models Unlearning
2026 · Goh, Si Qi, Kiet, Cap Dang Xuan, et al. · arXiv (Cornell University)
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VeriScene: Reconstructing Crime Scenes from Legal Evidence via World-Model Agent
2026 · Fu, Kevin Chuanpu, Zheng, Yongsen, et al. · arXiv (Cornell University)
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A Robust Watermark-based Fingerprint Framework for GNNs Ownership Verification
2026 · Zhang, Han, Wang, Yan, et al. · arXiv (Cornell University)
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OSR: Output Space Redistribution for Adaptive Label Removal in Classification Models
2026 · Peng, Minyi, Gunamardi, Darian, et al. · arXiv (Cornell University)
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SoK: Attack and Defense Landscape of Mobile On-device AI Systems
2026 · Huang, Yujin, Zheng, Xin, et al. · arXiv (Cornell University)
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The Art of Mixology: Mixup-based Obfuscation for Privacy-Preserving Split Learning in Large Language Models
2026 · Chen, Chen, Gao, Xiang, et al. · arXiv (Cornell University)
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SoK: Security and Privacy of Foundation-Model-Powered Robots
2026 · Gong, Xueluan, Chen, Chen, et al. · arXiv (Cornell University)
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MemMorph: Tool Hijacking in LLM Agents via Memory Poisoning
2026 · Zhang, Xuanye, Zheng, Yongsen, et al. · arXiv (Cornell University)
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Operationalising Post Quantum TLS Automated Configuration Profiling and Hybrid PQC Deployment in Financial Infrastructure
2026 · Balaji, Harish, Varshney, Aarav, et al. · arXiv (Cornell University)
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DeFakeQ: Enabling Real-Time Deepfake Detection on Edge Devices via Adaptive Bidirectional Quantization
2026 · Li, Xiangyu, Sun, Yujing, et al. · arXiv (Cornell University)
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A Systematic Framework for Tabular Data Disentanglement
2026 · Tjuawinata, Ivan, Gunawan, Andre, et al. · arXiv (Cornell University)
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CAAP: Capture-Aware Adversarial Patch Attacks on Palmprint Recognition Models
2026 · Liu, Renyang, Li, Jiale, et al. · arXiv (Cornell University)
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Deepfake Forensics Adapter: A Dual-Stream Network for Generalizable Deepfake Detection
2026 · Liao, Jianfeng, Wei, Yichen, et al. · arXiv (Cornell University)
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Spectral Gating Networks
2026 · Zhang, Jusheng, Fan, Yijia, et al. · arXiv (Cornell University)
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Process-of-Thought Reasoning for Videos
2026 · Zhang, Jusheng, Cai, Kaitong, et al. · arXiv (Cornell University)
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Plato's Form: Toward Backdoor Defense-as-a-Service for LLMs with Prototype Representations
2026 · Chen, Chen, Sun, Yuchen, et al. · arXiv (Cornell University)
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RedVisor: Reasoning-Aware Prompt Injection Defense via Zero-Copy KV Cache Reuse
2026 · Liu, Mingrui, Zhang, Sixiao, et al. · arXiv (Cornell University)
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DECEIVE-AFC: Adversarial Claim Attacks against Search-Enabled LLM-based Fact-Checking Systems
2026 · Ou, Haoran, Chen, Kangjie, et al. · arXiv (Cornell University)
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SafeRedir: Prompt Embedding Redirection for Robust Unlearning in Image Generation Models
2026 · Liu, Renyang, Chen, Kangjie, et al. · arXiv (Cornell University)
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A Survey on Unifying Large Language Models and Knowledge Graphs for Recommender Systems
2026 · Yongsen Zheng, Zongxuan Xie, et al.
Spectra: A Mechanistic Interpretability Library for Vision-Language Models
2026 · Clement Neo, Yongsen Zheng, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Incorporating new knowledge into federated learning: advances, insights, and future directions
2026 · Wang, Lixu, Sun, Yinggang, et al. · DR-NTU (Nanyang Technological University)
Selective Knowledge Edit Reversal via Gated Singular Vector Shrinkage
2026 · Weifeng Jiang, Ruirui Chen, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Works count: 27
Citation count: 4
H-index: 2
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