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ORCIDZheming Yang
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2020 – today
- 2026
[j7]Zhiyuan Wu
, Sheng Sun, Yuwei Wang, Min Liu, Bo Gao, Jinda Lu, Tingting Wu, Zheming Yang, Tian Wen:
Recursive Offloading for LLM Serving in Multi-Tier Networks. IEEE Trans. Mob. Comput. 25(6): 7508-7523 (2026)- [i23]Yu Yan, Sheng Sun, Mingfeng Li, Zheming Yang, Chiwei Zhu, Fei Ma, Benfeng Xu, Min Liu:
SearchAttack: Red-Teaming LLMs against Real-World Threats via Framing Unsafe Web Information-Seeking Tasks. CoRR abs/2601.04093 (2026) - [i22]Chang Zhao, Zheming Yang, Yunqing Hu, Qi Guo, Zijian Wang, Pengcheng Li, Wen Ji:
ThinkDrive: Chain-of-Thought Guided Progressive Reinforcement Learning Fine-Tuning for Autonomous Driving. CoRR abs/2601.04714 (2026) - [i21]Yunqing Hu, Zheming Yang, Chang Zhao, Qi Guo, Meng Gao, Pengcheng Li, Wen Ji:
AIVD: Adaptive Edge-Cloud Collaboration for Accurate and Efficient Industrial Visual Detection. CoRR abs/2601.04734 (2026) - [i20]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:
Mimic Human Cognition, Master Multi-Image Reasoning: A Meta-Action Framework for Enhanced Visual Understanding. CoRR abs/2601.07298 (2026) - [i19]Yongqi Wang, Xiaofeng Ji, Jie Wang, Qingbin Li, Xiao Xiong, Zheming Yang, Jian Xu, Minghui Qiu, Xinxiao Wu:
From Atoms to Chains: Divergence-Guided Reasoning Curriculum for Unlabeled LLM Domain Adaptation. CoRR abs/2601.19588 (2026) - [i18]Zixiang Di, Jinyi Han, Shuo Zhang, Ying Liao, Zhi Li, Xiaofeng Ji, Yongqi Wang, Zheming Yang, Ming Gao, Bingdong Li, Jie Wang:
Not All Negative Samples Are Equal: LLMs Learn Better from Plausible Reasoning. CoRR abs/2602.03516 (2026) - [i17]Zheming Yang, Qi Guo, Jun Wan, Jiarui Ruan, Yunqing Hu, Chang Zhao, Xiangyang Li:
MSAO: Adaptive Modality Sparsity-Aware Offloading with Edge-Cloud Collaboration for Efficient Multimodal LLM Inference. CoRR abs/2604.02945 (2026) - [i16]Qi Guo, Zheming Yang, Yunqing Hu, Chang Zhao, Wen Ji:
DAT: Dual-Aware Adaptive Transmission for Efficient Multimodal LLM Inference in Edge-Cloud Systems. CoRR abs/2604.05375 (2026) - [i15]Yang Xiang, Yixin Ji, Ruotao Xu, Dan Qiao, Zheming Yang, Juntao Li, Min Zhang:
When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning. CoRR abs/2604.06787 (2026) - [i14]Zheming Yang, Lulu Zuo, Shun Lu, Yangyu Zhang, Zhicheng Li, Xiangyang Li, Yang You:
R2E-VID: Two-Stage Robust Routing via Temporal Gating for Elastic Edge-Cloud Video Inference. CoRR abs/2604.09681 (2026) - 2025
- [c10]Dan Qiao, Yuan Gao, Zheming Yang, Di Yang, Ziheng Wu, Pengcheng Lu, Minghui Qiu, Juntao Li, Min Zhang:
Decoder-Only LLMs can be Masked Auto-Encoders. ACL (2) 2025: 713-723 - [c9]Xuanlei Zhao, Shenggan Cheng, Chang Chen, Zangwei Zheng, Ziming Liu, Zheming Yang, Yang You:
DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers. ICML 2025 - [c8]Lulu Zuo, Qingfang Zheng, Zheming Yang, Wen Ji:
AODMS: Adaptive Online Edge-Cloud Collaborative Inference with Dynamic Model Switching and Resource Allocation. ICPADS 2025: 1-8 - [c7]Chang Zhao, Wen Ji, Zheming Yang, Yunqing Hu, Chang Zhang, Jingce Xu, Hao Ma, Ziyu Guo, Wancai Zhang:
A Low-Rank Enhanced Lightweight Multimodal LLM Framework for Efficient Edge Power Visual Detection. SMC 2025: 6537-6543 - [i13]Zheming Yang, Wen Ji, Qi Guo, Dieli Hu, Chang Zhao, Xiaowei Li, Xuanlei Zhao, Yi Zhao, Chaoyu Gong, Yang You:
CDIO: Cross-Domain Inference Optimization with Resource Preference Prediction for Edge-Cloud Collaboration. CoRR abs/2502.04078 (2025) - [i12]Guanghao Zhou, Panjia Qiu, Cen Chen, Jie Wang, Zheming Yang, Jian Xu, Minghui Qiu:
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models. CoRR abs/2504.21277 (2025) - [i11]Zhiyuan Wu, Sheng Sun, Yuwei Wang, Min Liu, Bo Gao, Jinda Lu, Zheming Yang, Tian Wen:
Recursive Offloading for LLM Serving in Multi-tier Networks. CoRR abs/2505.16502 (2025) - [i10]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:
GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking. CoRR abs/2506.01078 (2025) - [i9]Zheming Yang, Yunqing Hu, Sheng Sun, Wen Ji:
EC2MoE: Adaptive End-Cloud Pipeline Collaboration Enabling Scalable Mixture-of-Experts Inference. CoRR abs/2508.06024 (2025) - [i8]Qingbin Li, Rongkun Xue, Jie Wang, Ming Zhou, Zhi Li, Xiaofeng Ji, Yongqi Wang, Miao Liu, Zheming Yang, Minghui Qiu, Jing Yang:
CURE: Critical-Token-Guided Re-Concatenation for Entropy-Collapse Prevention. CoRR abs/2508.11016 (2025) - [i7]Zheming Yang, Qi Guo, Yunqing Hu, Chang Zhao, Chang Zhang, Jian Zhao, Wen Ji:
MoA-Off: Adaptive Heterogeneous Modality-Aware Offloading with Edge-Cloud Collaboration for Efficient Multimodal LLM Inference. CoRR abs/2509.16995 (2025) - [i6]Yuhao Tian, Zheming Yang:
SAEC: Scene-Aware Enhanced Edge-Cloud Collaborative Industrial Vision Inspection with Multimodal LLM. CoRR abs/2509.17136 (2025) - [i5]Yunqing Hu, Zheming Yang, Chang Zhao, Wen Ji:
Adaptive Guidance Semantically Enhanced via Multimodal LLM for Edge-Cloud Object Detection. CoRR abs/2509.19875 (2025) - [i4]Zichen Liang, Jingjing Fei, Jie Wang, Zheming Yang, Changqing Li, Pei Wu, Minghui Qiu, Fei Yang, Xialei Liu:
Logo-VGR: Visual Grounded Reasoning for Open-world Logo Recognition. CoRR abs/2509.25811 (2025) - [i3]Keyan Zhou, Zecheng Tang, Lingfeng Ming, Guanghao Zhou, Qiguang Chen, Dan Qiao, Zheming Yang, Libo Qin, Minghui Qiu, Juntao Li, Min Zhang:
MMLongCite: A Benchmark for Evaluating Fidelity of Long-Context Vision-Language Models. CoRR abs/2510.13276 (2025) - 2024
- [i2]Xuanlei Zhao, Shenggan Cheng, Zangwei Zheng, Zheming Yang, Ziming Liu, Yang You:
DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers. CoRR abs/2403.10266 (2024) - [i1]Zheming Yang, Yuanhao Yang, Chang Zhao, Qi Guo, Wenkai He, Wen Ji:
PerLLM: Personalized Inference Scheduling with Edge-Cloud Collaboration for Diverse LLM Services. CoRR abs/2405.14636 (2024) - 2023
- [j6]Zheming Yang, Dieli Hu, Qi Guo, Lulu Zuo, Wen Ji:
Visual E2C: AI-Driven Visual End-Edge-Cloud Architecture for 6G in Low-Carbon Smart Cities. IEEE Wirel. Commun. 30(3): 204-210 (2023) - [c6]Zheming Yang, Wen Ji, Qi Guo, Zhi Wang:
JAVP: Joint-Aware Video Processing with Edge-Cloud Collaboration for DNN Inference. ACM Multimedia 2023: 9152-9160 - [c5]Ningzhou Li, Zheming Yang, Mingxuan Li, Wen Ji:
JVAP: A Joint Video Acceleration Processing Architecture for Online Edge Systems. SMC 2023: 1-6 - 2021
- [j5]Lulu Ge, Zheming Yang, Wen Ji:
Crowd evolution method based on intelligence level clustering. Int. J. Crowd Sci. 5(2): 204-215 (2021) - [j4]Ke Wang, Zheming Yang, Bing Liang, Wen Ji:
An intelligence optimization method based on crowd intelligence for IoT devices. Int. J. Crowd Sci. 5(3): 218-227 (2021) - [j3]Zheming Yang, Bing Liang, Wen Ji:
An Intelligent End-Edge-Cloud Architecture for Visual IoT-Assisted Healthcare Systems. IEEE Internet Things J. 8(23): 16779-16786 (2021) - 2020
- [j2]Zheming Yang, Wen Ji:
Meta measurement of intelligence with crowd network. Int. J. Crowd Sci. 4(3): 295-307 (2020) - [j1]Wen Ji, Bing Liang, Yuqin Wang, Rui Qiu, Zheming Yang:
Crowd V-IoE: Visual Internet of Everything Architecture in AI-Driven Fog Computing. IEEE Wirel. Commun. 27(2): 51-57 (2020) - [c4]Hexiang Qiao, Zheming Yang, Bing Liang, Wen Ji:
Crowd Intelligence Empowered Video Transmission in Ultra-low-bandwidth Constrained Circumstances. ISPA/BDCloud/SocialCom/SustainCom 2020: 721-727 - [c3]Linqing Zhai, Zheming Yang, Wen Ji:
Understanding Crowd Intelligence in Large-scale Systems: A Hierarchical Binary Particle Swarm Optimization Approach. ISPA/BDCloud/SocialCom/SustainCom 2020: 728-735 - [c2]Zheming Yang, Wen Ji:
A Quality- Time Model of Heterogeneous Agents Measure for Crowd Intelligence. ISPA/BDCloud/SocialCom/SustainCom 2020: 1264-1270
2010 – 2019
- 2019
- [c1]Zheming Yang, Wen Ji:
A Universal Intelligence Measurement Method Based on Meta-analysis. APSIPA 2019: 493-498
Coauthor Index
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