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Yexiao He

FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations
2024 · Ziyao Wang, Zheyu Shen, et al. · neural information processing systems · 136
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Joint optimization of Service Chain Graph Design and Mapping in NFV-enabled networks
2021 · Yexiao He, Xiaoning Zhang, et al. · Computer Networks · 18
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning
2024 · Yexiao He, Ziyao Wang, et al. · neural information processing systems · 14
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Chronos: Accelerating Federated Learning With Resource Aware Training Volume Tuning at Network Edges
2022 · Yutao Liu, Xiaoning Zhang, et al. · IEEE Transactions on Vehicular Technology · 12
EdgeLoRA: An Efficient Multi-Tenant LLM Serving System on Edge Devices
2025 · Zheyu Shen, Yexiao He, et al. · International Conference on Mobile Systems, Applications, and Services · 11
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Vision-Language-Action in Robotics: A Survey of Datasets, Benchmarks, and Data Engines
2026 · Wang, Ziyao, Wang, Bingying, et al. · arXiv (Cornell University) · 9
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SFC Design and VNF Placement Based on Traffic Volume Scaling and VNF Dependency in 5G Networks
2022 · Zhihao Zeng, Zixiang Xia, et al. · Computer Modeling in Engineering & Sciences · 8
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NeuroSymAD: A Neuro-Symbolic Framework for Interpretable Alzheimer's Disease Diagnosis
2025 · He, Yexiao, Wang, Ziyao, et al. · arXiv (Cornell University) · 5
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Dynamic relay node selection and routing for cloud-native Software Defined WANs
2024 · Chenyu Fan, Xiaoning Zhang, et al. · Computer Networks · 5
TacGen: Touch Is a Necessary Dimension of Physical-World Representation -- Addressing Tactile Data Scarcity with Scalable Vision-to-Touch Alignment and Generation
2026 · Ye, Wanghao, Das, Aarosh, et al. · arXiv (Cornell University) · 4
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CogniPair: From LLM Chatbots to Conscious AI Agents -- GNWT-Based Multi-Agent Digital Twins for Social Pairing -- Dating & Hiring Applications
2025 · Ye, Wanghao, Chen, Sihan, et al. · arXiv (Cornell University) · 4
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MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility
2025 · He, Yexiao, Li, Ang, et al. · arXiv (Cornell University) · 4
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Drop-Then-Recovery: How Redundant Are Vision-Language-Action Models?
2026 · Sun, Guoheng, Feng, Kaixi, et al. · arXiv (Cornell University) · 3
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BaT: Towards Self-Evolving Medical Research Agent with Stage Rubrics
2026 · Liu, Junqi, He, Yufan, et al. · arXiv (Cornell University) · 2
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Frozen Models, Evolving Expertise: Model-Agnostic Learning from Deployment Experience for Multimodal Medical AI
2026 · He, Yexiao, Tang, Yucheng, et al. · arXiv (Cornell University) · 1
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Privacy-First Triage Classification with Open-Weight LLMs: A Chain-of-Thought Distillation Approach
2025 · Zeyuan Zhao, Yexiao He, et al. · IEEE ... International Conference on Data Mining workshops · 1
Prada: Black-Box LLM Adaptation with Private Data on Resource-Constrained Devices
2025 · Wang, Ziyao, He, Yexiao, et al. · arXiv (Cornell University) · 1
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HeteroVDiff: Pipelining Video Diffusion across Mobile NPU and GPU with Shared Weights
2026 · Shen, Zheyu, Wang, Ziyao, et al. · arXiv (Cornell University)
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DIVA: Dual-Space Intent-Aware Visual Attenuation for Vision-Language-Action Policies
2026 · Feng, Kaixi, Sun, Guoheng, et al. · arXiv (Cornell University)
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Cognibit: From Digital Exhaustion to Real-World Connection Through Gamified Territory Control and LLM-Powered Twin Networking
2026 · Ye, Wanghao, Chen, Sihan, et al. · arXiv (Cornell University)
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MindCraft: How Concept Trees Take Shape In Deep Models
2025 · Tian, Bowei, He, Yexiao, et al. · arXiv (Cornell University)
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Works count: 22
Citation count: 141
H-index: 5
I10-index: 3
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