#ai efficiency
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Articles
DiffTester: Supercharging AI-Powered Unit Test Generation for Faster Software Development
By Lekang Yang, Yuetong Liu, Yitong Zhang, Jia Li on November 24, 2025Vol. 1, Issue No. 1
E3-Pruner: Unlocking Leaner, Faster, and More Accurate LLMs with Breakthrough Layer Pruning
By Tao Yuan, Haoli Bai, Yinfei Pan, Xuyang Cao, Tianyu Zhang, Lu Hou, Ting Hu, Xianzhi Yu on November 24, 2025Vol. 1, Issue No. 1
Latent Upscaler Adapter: Unleashing Faster, High-Fidelity Image Generation in Diffusion Models
By Aleksandr Razin, Danil Kazantsev, Ilya Makarov on November 24, 2025Vol. 1, Issue No. 1
Revolutionizing Image Editing: Few-Shot Multi-Style Adaptation with Efficient MoE LoRA
By Cong Cao, Yujie Xu, Xiaodong Xu on November 24, 2025Vol. 1, Issue No. 1
ConCISE: The New Reference-Free Metric for Taming LLM Verbosity and Boosting Efficiency
By Seyed Mohssen Ghafari, Ronny Kol, Juan C. Quiroz, Nella Luan, Monika Patial, Chanaka Rupasinghe, Herman Wandabwa, Luiz Pizzato on November 24, 2025Vol. 1, Issue No. 1
RPRO: Boosting Medical AI Accuracy & Efficiency with Preference-Driven Reinforcement Learning
By Chia-Hsuan Hsu, Jun-En Ding, Hsin-Ling Hsu, Chih-Ho Hsu, Li-Hung Yao, Chun-Chieh Liao, Feng Liu, Fang-Ming Hung on November 24, 2025Vol. 1, Issue No. 1
SpatialGeo: Supercharging Spatial Reasoning in Multimodal LLMs for Real-World AI
By Jiajie Guo, Qingpeng Zhu, Jin Zeng, Xiaolong Wu, Changyong He, Weida Wang on November 24, 2025Vol. 1, Issue No. 1
Holographic Knowledge Manifolds: The Breakthrough Eliminating LLM Catastrophic Forgetting & Deliv...
By Justin Arndt on November 24, 2025Vol. 1, Issue No. 1
DS-Span: Revolutionizing Graph Embeddings with Single-Phase Discriminative Subgraph Mining
By Yeamin Kaiser, Muhammed Tasnim Bin Anwar, Bholanath Das, Chowdhury Farhan Ahmed, Md. Tanvir Alam on November 24, 2025Vol. 1, Issue No. 1
Beyond Bigger LLMs: Supercharging Visual Perception in Efficient Multimodal AI with Extract+Think
By Mark Endo, Serena Yeung-Levy on November 24, 2025Vol. 1, Issue No. 1