Joint optimization of Service Chain Graph Design and Mapping in NFV-enabled networks. - Yexiao He; Xiaoning Zhang; Zixiang Xia; Yutao Liu; Keshav Sood; Shui Yu 001 (Comput. Networks, 2022)

Chronos: Accelerating Federated Learning With Resource Aware Training Volume Tuning at Network Edges. - Yutao Liu; Xiaoning Zhang; Yangming Zhao; Yexiao He; Shui Yu 001; Kainan Zhu (IEEE Trans. Veh. Technol., 2023)

SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning. - Yexiao He; Ziyao Wang; Zheyu Shen; Guoheng Sun; Yucong Dai; Yongkai Wu; Hongyi Wang 001; Ang Li 005 (NeurIPS, 2024)

FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations. - Ziyao Wang; Zheyu Shen; Yexiao He; Guoheng Sun; Hongyi Wang 001; Lingjuan Lyu; Ang Li 005 (NeurIPS, 2024)

Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild. - Xinyu Zhao; Guoheng Sun; Ruisi Cai; Yukun Zhou; Pingzhi Li; Peihao Wang; Bowen Tan; Yexiao He; Li Chen; Yi Liang; Beidi Chen; Binhang Yuan; et al. (NeurIPS, 2024)

Dynamic relay node selection and routing for cloud-native Software Defined WANs. - Chenyu Fan; Xiaoning Zhang; Yangming Zhao; Yexiao He; Yi Yang (Comput. Networks, 2024)

One Communication Round is All It Needs for Federated Fine-Tuning Foundation Models. - Ziyao Wang; Bowei Tian; Yexiao He; Zheyu Shen; Luyang Liu; Ang Li 005 (CoRR, 2024)

Fair Diagnosis: Leveraging Causal Modeling to Mitigate Medical Bias. - Bowei Tian; Yexiao He; Meng Liu; Yucong Dai; Ziyao Wang; Shwai He; Guoheng Sun; Zheyu Shen; Wanghao Ye; Yongkai Wu; Ang Li 005 (CoRR, 2024)

NeuroSymAD: A Neuro-Symbolic Framework for Interpretable Alzheimer's Disease Diagnosis. - Yexiao He; Ziyao Wang; Yuning Zhang; Tingting Dan; Tianlong Chen 001; Guorong Wu 001; Ang Li 005 (CoRR, 2025)

Prada: Black-Box LLM Adaptation with Private Data on Resource-Constrained Devices. - Ziyao Wang; Yexiao He; Zheyu Shen; Yu Li; Guoheng Sun; Myungjin Lee; Ang Li (CoRR, 2025)

SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning. - Yiting Wang; Wanghao Ye; Ping Guo 007; Yexiao He; Ziyao Wang; Bowei Tian; Shwai He; Guoheng Sun; Zheyu Shen; Sihan Chen; Ankur Srivastava 001; Qingfu Zhang 001; et al. (CoRR, 2025)

CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs. - Guoheng Sun; Ziyao Wang; Bowei Tian; Meng Liu; Zheyu Shen; Shwai He; Yexiao He; Wanghao Ye; Yiting Wang; Ang Li 005 (CoRR, 2025)

Invisible Tokens, Visible Bills: The Urgent Need to Audit Hidden Operations in Opaque LLM Services. - Guoheng Sun; Ziyao Wang; Xuandong Zhao; Bowei Tian; Zheyu Shen; Yexiao He; Jinming Xing; Ang Li (CoRR, 2025)

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility. - Yexiao He; Ang Li; Boyi Liu; Zhewei Yao; Yuxiong He (CoRR, 2025)

CogniPair: From LLM Chatbots to Conscious AI Agents - GNWT-Based Multi-Agent Digital Twins for Social Pairing - Dating & Hiring Applications. - Wanghao Ye; Sihan Chen; Yiting Wang; Shwai He; Bowei Tian; Guoheng Sun; Ziyi Wang; Ziyao Wang; Yexiao He; Zheyu Shen; Meng Liu; Yuning Zhang; et al. (CoRR, 2025)

EdgeLoRA: An Efficient Multi-Tenant LLM Serving System on Edge Devices. - Zheyu Shen; Yexiao He; Ziyao Wang; Yuning Zhang; Guoheng Sun; Wanghao Ye; Ang Li 005 (CoRR, 2025)

MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization. - Yiting Wang; Wanghao Ye; Yexiao He; Yiran Chen 001; Gang Qu 001; Ang Li 005 (CoRR, 2025)