Ji, Wenlong
- Mapping the Increasing Use of LLMs in Scientific Papers
2024/04/01 by Weixin Liang, Liang, Weixin, Yaohui Zhang +27 · 6 voices · 27 citations
Computer Science · Social Sciences · #cs.CL #cs.AI #cs.DL #cs.LG #cs.SI
- Predictions as Surrogates: Revisiting Surrogate Outcomes in the Age of AI
2025/01/16 by Wenlong Ji, Lihua Lei, Ji, Wenlong +3 · 1 voice · 18 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #cs.LG #stat.ML
- The Power of Contrast for Feature Learning: A Theoretical Analysis
2021/10/06 by Ji, Wenlong, Deng, Zhun, Nakada, Ryumei +2 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- An Unconstrained Layer-Peeled Perspective on Neural Collapse
2021/10/06 by Ji, Wenlong, Lu, Yiping, Zhang, Yiliang +2 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data
2023/02/13 by Nakada, Ryumei, Gulluk, Halil Ibrahim, Deng, Zhun +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- An Overview of Large Language Models for Statisticians
2025/02/25 by Wenlong Ji, Ji, Wenlong, Weizhe Yuan +17 · 2 voices · 5 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.CL #cs.LG #stat.ML
- From Replication to Redesign: Exploring Pairwise Comparisons for LLM-Based Peer Review
2025/06/12 by Yaohui Zhang, Haijing Zhang, Zhang, Yaohui +10 · 5 citations
Biochemistry, Genetics and Molecular Biology · Decision Sciences · Computer Science · #Biomedical Text Mining and Ontologies #scientometrics and bibliometrics research #Semantic Web and Ontologies
- Model-Agnostic Covariate-Assisted Inference on Partially Identified Causal Effects
2023/10/12 by Wenlong Ji, Ji, Wenlong, Lihua Lei +3 · 1 citation
Computer Science · Mathematics · #62G05 (Secondary) #62G15 (Primary) #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #G.3 #I.2.m #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistics Theory (math.ST)
- Multi-Armed Bandits With Machine Learning-Generated Surrogate Rewards
2025/06/20 by Ji, Wenlong, Pan, Yihan, Zhu, Ruihao +1 · 2 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Gaussian Processes and Bayesian Inference #Explainable Artificial Intelligence (XAI)