Lu Cheng

1. Large Language Models for Data Annotation and Synthesis: A Survey
   2024/02/21 by Zhen Tan, Dawei Li, Tan, Zhen +18 · 3 voices · 59 citations
   Computer Science · Decision Sciences · #Data Quality and Management #Natural Language Processing Techniques #Topic Modeling #cs.CL
2. API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access
   2024/03/02 by Jiayuan Su, Jing Luo, Su, Jiayuan +5 · 12 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
3. LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
   2024/06/24 by Jiangshu Du, Yibo Wang, Du, Jiangshu +75 · 11 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
4. Gaussian Mixture Solvers for Diffusion Models
   2023/11/02 by Hanzhong Guo, Guo, Hanzhong, Lu Cheng +11 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
5. Long-Term Effect Estimation with Surrogate Representation
   2020/08/19 by Lu Cheng, Ruocheng Guo, Cheng, Lu +3 · 2 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
6. Assessing Empathy in Large Language Models with Real-World Physician-Patient Interactions
   2024/05/26 by Man Luo, Luo, Man, Christopher J. Warren +7 · 4 citations
   Medicine · #Empathy and Medical Education
7. A Survey on Echo Chambers on Social Media: Description, Detection and Mitigation
   2021/12/09 by Faisal Alatawi, Lu Cheng, Alatawi, Faisal +11 · 2 citations
   Social Sciences · Computer Science · #Misinformation and Its Impacts #Hate Speech and Cyberbullying Detection #Adversarial Robustness in Machine Learning
8. Conformal Prediction: A Data Perspective
   2025/05/21 by Xiaofan Zhou, Baiting Chen, Yu Gui +1 · 9 citations
   Computer Science · #Machine Learning and Data Classification #Bayesian Methods and Mixture Models #Gaussian Processes and Bayesian Inference
9. Equal Opportunity of Coverage in Fair Regression
   2023/11/03 by Fangxin Wang, Wang, Fangxin, Lu Cheng +7 · 2 citations
   Social Sciences · #Ethics and Social Impacts of AI
10. A Theoretical Approach to Characterize the Accuracy-Fairness Trade-off Pareto Frontier
    2023/10/19 by Hua Tang, Lu Cheng, Tang, Hua +5 · 2 citations
    Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Unsupervised Cyberbullying Detection via Time-Informed Gaussian Mixture Model
    2020/08/06 by Lu Cheng, Cheng, Lu, Kai Shu +9 · 1 citation
    Computer Science · Psychology · #Bullying, Victimization, and Aggression #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Social and Information Networks (cs.SI) #Software Engineering Research
12. Pyromellitic Diimide-Extended Pillar[6]arene: Synthesis, Structure, and Its Complexation with Polycyclic Aromatic Hydrocarbons
    2022/02/16 by Fei Zeng, Lu Cheng, Guang-Chuan Ou +4 · 1 citation
    Chemistry · Materials Science · #Supramolecular Chemistry and Complexes #Supramolecular Self-Assembly in Materials #Crystallography and molecular interactions
13. Understanding the Uncertainty of LLM Explanations: A Perspective Based on Reasoning Topology
    2025/02/24 by Longchao Da, Da, Longchao, Xiaoou Liu +7 · 3 citations
    Computer Science · Social Sciences · #68Q32 #68T37 #68T50 #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.4 #I.2.6 #I.2.7 #Law, AI, and Intellectual Property #Symbolic Computation (cs.SC)
14. CP-Router: An Uncertainty-Aware Router Between LLM and LRM
    2025/05/26 by Jiayuan Su, Su, Jiayuan, Lin, Fulin +15 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Network Packet Processing and Optimization
15. Media Bias Matters: Understanding the Impact of Politically Biased News on Vaccine Attitudes in Social Media
    2024/03/06 by Bohan Jiang, Jiang, Bohan, Lu Cheng +7 · 1 citation
    Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Physical sciences #Media Influence and Politics #Misinformation and Its Impacts #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Vaccine Coverage and Hesitancy
16. JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning
    2024/03/17 by Anique Tahir, Tahir, Anique, Lu Cheng +3 · 1 citation
    Computer Science · Mathematics · #Computation and Language (cs.CL) #Computational Physics and Python Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Tensor decomposition and applications #Topic Modeling #and Cluster Computing (cs.DC)
17. Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges
    2024/06/10 by Usman Gohar, Zeyu Tang, Gohar, Usman +11 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
18. Conformalized Link Prediction on Graph Neural Networks
    2024/06/26 by Tianyi Zhao, Zhao, Tianyi, Jian Kang +3 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Neural Networks and Applications