Lu, Yifu

1. The Emergence of Reproducibility and Generalizability in Diffusion Models
   2023/10/08 by Huijie Zhang, Zhang, Huijie, Jinfan Zhou +11 · 1 voice · 16 citations
   #cs.LG #cs.CV
2. Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
   2025/05/26 by J. F. Qiu, Qi Xuan, Qiu, Jiahao +33 · 49 citations
   Computer Science · #Evolutionary Algorithms and Applications
3. TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
   2024/10/18 by Jiahao Qiu, Qiu, Jiahao, Yifu Lu +15 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Time Series Analysis and Forecasting
4. Does Thinking More always Help? Mirage of Test-Time Scaling in Reasoning Models
   2025/06/04 by Soumya Suvra Ghosal, Ghosal, Soumya Suvra, Avinash Reddy +14 · 12 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing
5. AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes
   2025/06/17 by Qiu, Jiahao, Juan, Xinzhe, Wang, Yimin +11 · 8 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
6. Dissecting Distribution Inference
   2022/12/15 by Anshuman Suri, Suri, Anshuman, Yifu Lu +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
7. Exploring Low-Dimensional Subspaces in Diffusion Models for Controllable Image Editing
   2024/09/04 by Chen, Siyi, Zhang, Huijie, Guo, Minzhe +3 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction
   2024/12/23 by Wu, Ziyang, Ding, Tianjiao, Lu, Yifu +6 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. ELFS: Label-Free Coreset Selection with Proxy Training Dynamics
   2024/06/06 by Haizhong Zheng, Elisa Tsai, Zheng, Haizhong +11 · 2 citations
   Computer Science · #Rough Sets and Fuzzy Logic #Fuzzy Logic and Control Systems
10. On Path to Multimodal Historical Reasoning: HistBench and HistAgent
    2025/05/26 by J. F. Qiu, Fulian Xiao, Qiu, Jiahao +187 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
11. Attention-Only Transformers via Unrolled Subspace Denoising
    2025/06/04 by Peng Wang, Wang, Peng, Yifu Lu +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)