Author

Yonghui Yang

Observed name: Yang, Yonghui

Institutions: University of Science and Technology of China, Hefei University of Technology, National University of Singapore

Observed institutions: University of Science and Technology of China, Hefei University of Technology, National University of Singapore

ORCID: 0000-0002-7601-6004

Observed ORCID: 0000-0002-7601-6004

OpenAlex ID: A5125513765

HiCD: Hyperbolic Insight Through Decomposed Educational Graphs for Long-Tailed Cognitive Diagnosis

2026 · Shengwei Ji, Wenli Wang, et al. · International Joint Conference on Artificial Intelligence

Preference Flow Matching with Spectral Factorization for Micro-video Recommendation

2026 · Dong, Xinxin, Ma, Haokai, et al. · arXiv (Cornell University)

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EchoRec: Multi-Item Prediction-Empowered Generative Recommendation via Cycle-Consistent Preference Alignment

2026 · Ma, Haokai, Hu, Aoqi, et al. · arXiv (Cornell University)

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Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation

2026 · Zhu, Xingyu, Fang, Junfeng, et al. · arXiv (Cornell University)

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Sharpness-Aware Poisoning: Enhancing Transferability of Injective Attacks on Recommender Systems

2026 · Junsong Xie, Yonghui Yang, et al. · IEEE Transactions on Knowledge and Data Engineering

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BalDRO: A Distributionally Robust Optimization based Framework for Large Language Model Unlearning

2026 · Pengyang Shao, Naixin Zhai, et al. · International World Wide Web Conference (WWW)

CompassDPO: Dynamics-Controlled Direct Preference Optimization for Robust Safety Alignment

2026 · Liu, Jilong, Yang, Yonghui, et al. · arXiv (Cornell University)

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MLLMRec-R1: Incentivizing Reasoning Capability in Large Language Models for Multimodal Sequential Recommendation

2026 · Wang, Yu, Yang, Yonghui, et al. · arXiv (Cornell University)

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CLEAR: Null-Space Projection for Cross-Modal De-Redundancy in Multimodal Recommendation

2026 · Zhan, Hao, Wang, Yihui, et al. · arXiv (Cornell University)

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MealRec: Multi-granularity Sequential Modeling via Hierarchical Diffusion Models for Micro-Video Recommendation

2026 · Dong, Xinxin, Ma, Haokai, et al. · arXiv (Cornell University)

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Controllable Value Alignment in Large Language Models through Neuron-Level Editing

2026 · Yang, Yonghui, Wang, Yihui, et al. · arXiv (Cornell University)

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Revisiting Robustness for LLM Safety Alignment via Selective Geometry Control

2026 · Yang, Yonghui, Tao, Wenjian, et al. · arXiv (Cornell University)

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BalDRO: A Distributionally Robust Optimization based Framework for Large Language Model Unlearning

2026 · Shao, Pengyang, Zhai, Naixin, et al. · arXiv (Cornell University)

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Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering

2026 · Association for Artificial Intelligence 2026, Hong, Richang, et al. · Underline Science Inc.

PASs-MoE: Mitigating Misaligned Co-drift among Router and Experts via Pathway Activation Subspaces for Continual Learning

2026 · ZhiYan Hou, Haiyun Guo, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting

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Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning

2026 · Naixin Zhai, Pengyang Shao, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting

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Works count: 16

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