Zheming Yang

According to our database, Zheming Yang authored at least 41 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Recursive Offloading for LLM Serving in Multi-Tier Networks.

Zhiyuan Wu, Sheng Sun, Yuwei Wang, Min Liu, Bo Gao, Jinda Lu, Tingting Wu, Zheming Yang, Tian Wen

IEEE Trans. Mob. Comput., June, 2026

R2E-VID: Two-Stage Robust Routing via Temporal Gating for Elastic Edge-Cloud Video Inference.

Zheming Yang, Lulu Zuo, Shun Lu, Yangyu Zhang, Zhicheng Li, Xiangyang Li, Yang You

CoRR, April, 2026

When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning.

Yang Xiang, Yixin Ji, Ruotao Xu, Dan Qiao, Zheming Yang, Juntao Li, Min Zhang

CoRR, April, 2026

DAT: Dual-Aware Adaptive Transmission for Efficient Multimodal LLM Inference in Edge-Cloud Systems.

Qi Guo, Zheming Yang, Yunqing Hu, Chang Zhao, Wen Ji

CoRR, April, 2026

MSAO: Adaptive Modality Sparsity-Aware Offloading with Edge-Cloud Collaboration for Efficient Multimodal LLM Inference.

Zheming Yang, Qi Guo, Jun Wan, Jiarui Ruan, Yunqing Hu, Chang Zhao, Xiangyang Li

CoRR, April, 2026

Not All Negative Samples Are Equal: LLMs Learn Better from Plausible Reasoning.

Zixiang Di, Jinyi Han, Shuo Zhang, Ying Liao, Zhi Li, Xiaofeng Ji, Yongqi Wang, Zheming Yang, Ming Gao, Bingdong Li, Jie Wang

CoRR, February, 2026

From Atoms to Chains: Divergence-Guided Reasoning Curriculum for Unlabeled LLM Domain Adaptation.

Yongqi Wang, Xiaofeng Ji, Jie Wang, Qingbin Li, Xiao Xiong, Zheming Yang, Jian Xu, Minghui Qiu, Xinxiao Wu

CoRR, January, 2026

Mimic Human Cognition, Master Multi-Image Reasoning: A Meta-Action Framework for Enhanced Visual Understanding.

Jianghao Yin, Qingbin Li, Kun Sun, Cheng Ding, Jie Wang, Qin Chen, Jie Zhou, Nan Wang, Changqing Li, Pei Wu, Jian Xu, Zheming Yang, Liang He

CoRR, January, 2026

AIVD: Adaptive Edge-Cloud Collaboration for Accurate and Efficient Industrial Visual Detection.

Yunqing Hu, Zheming Yang, Chang Zhao, Qi Guo, Meng Gao, Pengcheng Li, Wen Ji

CoRR, January, 2026

ThinkDrive: Chain-of-Thought Guided Progressive Reinforcement Learning Fine-Tuning for Autonomous Driving.

Chang Zhao, Zheming Yang, Yunqing Hu, Qi Guo, Zijian Wang, Pengcheng Li, Wen Ji

CoRR, January, 2026

SearchAttack: Red-Teaming LLMs against Real-World Threats via Framing Unsafe Web Information-Seeking Tasks.

Yu Yan, Sheng Sun, Mingfeng Li, Zheming Yang, Chiwei Zhu, Fei Ma, Benfeng Xu, Min Liu

CoRR, January, 2026

2025

MMLongCite: A Benchmark for Evaluating Fidelity of Long-Context Vision-Language Models.

Keyan Zhou, Zecheng Tang, Lingfeng Ming, Guanghao Zhou, Qiguang Chen, Dan Qiao, Zheming Yang, Libo Qin, Minghui Qiu, Juntao Li, Min Zhang

CoRR, October, 2025

Logo-VGR: Visual Grounded Reasoning for Open-world Logo Recognition.

Zichen Liang, Jingjing Fei, Jie Wang, Zheming Yang, Changqing Li, Pei Wu, Minghui Qiu, Fei Yang, Xialei Liu

CoRR, September, 2025

Adaptive Guidance Semantically Enhanced via Multimodal LLM for Edge-Cloud Object Detection.

Yunqing Hu, Zheming Yang, Chang Zhao, Wen Ji

CoRR, September, 2025

SAEC: Scene-Aware Enhanced Edge-Cloud Collaborative Industrial Vision Inspection with Multimodal LLM.

Yuhao Tian, Zheming Yang

CoRR, September, 2025

MoA-Off: Adaptive Heterogeneous Modality-Aware Offloading with Edge-Cloud Collaboration for Efficient Multimodal LLM Inference.

Zheming Yang, Qi Guo, Yunqing Hu, Chang Zhao, Chang Zhang, Jian Zhao, Wen Ji

CoRR, September, 2025

CURE: Critical-Token-Guided Re-Concatenation for Entropy-Collapse Prevention.

Qingbin Li, Rongkun Xue, Jie Wang, Ming Zhou, Zhi Li, Xiaofeng Ji, Yongqi Wang, Miao Liu, Zheming Yang, Minghui Qiu, Jing Yang

CoRR, August, 2025

EC2MoE: Adaptive End-Cloud Pipeline Collaboration Enabling Scalable Mixture-of-Experts Inference.

Zheming Yang, Yunqing Hu, Sheng Sun, Wen Ji

CoRR, August, 2025

GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking.

Yufei Zhan, Ziheng Wu, Yousong Zhu, Rongkun Xue, Ruipu Luo, Zhenghao Chen, Can Zhang, Yifan Li, Zhentao He, Zheming Yang, Ming Tang, Minghui Qiu, Jinqiao Wang

CoRR, June, 2025

Recursive Offloading for LLM Serving in Multi-tier Networks.

Zhiyuan Wu, Sheng Sun, Yuwei Wang, Min Liu, Bo Gao, Jinda Lu, Zheming Yang, Tian Wen

CoRR, May, 2025

Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models.

Guanghao Zhou, Panjia Qiu, Cen Chen, Jie Wang, Zheming Yang, Jian Xu, Minghui Qiu

CoRR, April, 2025

CDIO: Cross-Domain Inference Optimization with Resource Preference Prediction for Edge-Cloud Collaboration.

Zheming Yang, Wen Ji, Qi Guo, Dieli Hu, Chang Zhao, Xiaowei Li, Xuanlei Zhao, Yi Zhao, Chaoyu Gong, Yang You

CoRR, February, 2025

A Low-Rank Enhanced Lightweight Multimodal LLM Framework for Efficient Edge Power Visual Detection.

Chang Zhao, Wen Ji, Zheming Yang, Yunqing Hu, Chang Zhang, Jingce Xu, Hao Ma, Ziyu Guo, Wancai Zhang

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

SpaceServe: Spatial Multiplexing of Complementary Encoders and Decoders for Multimodal LLMs.

Zhicheng Li, Shuoming Zhang, Jiacheng Zhao, Siqi Li, Xiyu Shi, Yangyu Zhang, Shuaijiang Li, Donglin Yu, Zheming Yang, Yuan Wen, Huimin Cui

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

AODMS: Adaptive Online Edge-Cloud Collaborative Inference with Dynamic Model Switching and Resource Allocation.

Lulu Zuo, Qingfang Zheng, Zheming Yang, Wen Ji

Proceedings of the 31th IEEE International Conference on Parallel and Distributed Systems, 2025

DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers.

Xuanlei Zhao, Shenggan Cheng, Chang Chen, Zangwei Zheng, Ziming Liu, Zheming Yang, Yang You

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Decoder-Only LLMs can be Masked Auto-Encoders.

Dan Qiao, Yuan Gao, Zheming Yang, Di Yang, Ziheng Wu, Pengcheng Lu, Minghui Qiu, Juntao Li, Min Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2025

2024

PerLLM: Personalized Inference Scheduling with Edge-Cloud Collaboration for Diverse LLM Services.

Zheming Yang, Yuanhao Yang, Chang Zhao, Qi Guo, Wenkai He, Wen Ji

CoRR, 2024

DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers.

Xuanlei Zhao, Shenggan Cheng, Zangwei Zheng, Zheming Yang, Ziming Liu, Yang You

CoRR, 2024

2023

Visual E²C: AI-Driven Visual End-Edge-Cloud Architecture for 6G in Low-Carbon Smart Cities.

Zheming Yang, Dieli Hu, Qi Guo, Lulu Zuo, Wen Ji

IEEE Wirel. Commun., June, 2023

JVAP: A Joint Video Acceleration Processing Architecture for Online Edge Systems.

Ningzhou Li, Zheming Yang, Mingxuan Li, Wen Ji

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

JAVP: Joint-Aware Video Processing with Edge-Cloud Collaboration for DNN Inference.

Zheming Yang, Wen Ji, Qi Guo, Zhi Wang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2021

An Intelligent End-Edge-Cloud Architecture for Visual IoT-Assisted Healthcare Systems.

Zheming Yang, Bing Liang, Wen Ji

IEEE Internet Things J., 2021

An intelligence optimization method based on crowd intelligence for IoT devices.

Ke Wang, Zheming Yang, Bing Liang, Wen Ji

Int. J. Crowd Sci., 2021

Crowd evolution method based on intelligence level clustering.

Lulu Ge, Zheming Yang, Wen Ji

Int. J. Crowd Sci., 2021

2020

Crowd V-IoE: Visual Internet of Everything Architecture in AI-Driven Fog Computing.

Wen Ji, Bing Liang, Yuqin Wang, Rui Qiu, Zheming Yang

IEEE Wirel. Commun., 2020

Meta measurement of intelligence with crowd network.

Zheming Yang, Wen Ji

Int. J. Crowd Sci., 2020

Understanding Crowd Intelligence in Large-scale Systems: A Hierarchical Binary Particle Swarm Optimization Approach.

Linqing Zhai, Zheming Yang, Wen Ji

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

A Quality- Time Model of Heterogeneous Agents Measure for Crowd Intelligence.

Zheming Yang, Wen Ji

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

Crowd Intelligence Empowered Video Transmission in Ultra-low-bandwidth Constrained Circumstances.

Hexiang Qiao, Zheming Yang, Bing Liang, Wen Ji

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

2019

A Universal Intelligence Measurement Method Based on Meta-analysis.

Zheming Yang, Wen Ji

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019