Zhang, Mengdi
- Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems
2019/05/11 by Hongwei Wang, Wang, Hongwei, Fuzheng Zhang +11 · 6 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
- Polarized Reflection Removal with Perfect Alignment in the Wild
2020/03/28 by Chenyang Lei, Xuhua Huang, Lei, Chenyang +9 · 4 citations
Computer Science · Engineering · #Image Enhancement Techniques #Optical Coherence Tomography Applications #Advanced Image Fusion Techniques
- InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models
2025/03/09 by Yan, Yuchen, Shen, Yongliang, Liu, Yang +4 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Revisit Self-Debugging with Self-Generated Tests for Code Generation
2025/01/22 by Zhengwei Tao, Chen, Xiancai, Tao, Zhengwei +15 · 5 citations
Computer Science · #Model-Driven Software Engineering Techniques #Software Testing and Debugging Techniques #Software Engineering Research
- EAGLE: Elevating Geometric Reasoning through LLM-empowered Visual Instruction Tuning
2024/08/21 by Li, Zhihao, Du, Yao, Liu, Yang +4 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Efficient and Universal Watermarking for LLM-Generated Code Detection
2024/02/12 by Li, Boquan, Fu, Zirui, Zhang, Mengdi +3 · 3 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models
2025/05/21 by Yan, Yuchen, Jiang, Jin, Ren, Zhenbang +9 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- BNPO: Beta Normalization Policy Optimization
2025/06/03 by Xiao Chen, Mengdi Zhang, Xiao, Changyi +3 · 8 citations
Economics, Econometrics and Finance · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Monetary Policy and Economic Impact #Reservoir Engineering and Simulation Methods
- Adaptive Fairness Improvement Based on Causality Analysis
2022/09/15 by Mengdi Zhang, Zhang, Mengdi, Jun Sun +1 · 2 citations
Computer Science · Engineering · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Neural Networks and Applications #Software Engineering (cs.SE) #Welding Techniques and Residual Stresses
- LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
2024/09/19 by Jin Jiang, Yuchen Yan, Jiang, Jin +14 · 3 citations
Computer Science · #Formal Methods in Verification #Logic, programming, and type systems
- Fostering User Engagement: Rhetorical Devices for Applause Generation Learnt from TED Talks
2017/03/17 by Liu, Zhe, Xu, Anbang, Zhang, Mengdi +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- S3cMath: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners
2024/09/03 by Yan, Yuchen, Jiang, Jin, Liu, Yang +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Modeling Spatiotemporal Periodicity and Collaborative Signal for Local-Life Service Recommendation
2023/09/22 by Chi, Huixuan, Xu, Hao, Liu, Mengya +4 · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- LLMScan: Causal Scan for LLM Misbehavior Detection
2024/10/22 by Mengdi Zhang, Zhang, Mengdi, Kai Kiat Goh +7 · 3 citations
Physics and Astronomy · #Magnetic confinement fusion research
- GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation
2023/03/01 by Han, Yongqiang, Wu, Likang, Wang, Hao +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation
2025/02/13 by Zhou, Changzhi, Zhang, Xinyu, Song, Dandan +6 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- CPDG: A Contrastive Pre-Training Method for Dynamic Graph Neural Networks
2023/07/06 by Yuanchen Bei, Hao Xu, Bei, Yuanchen +12 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
- DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning
2024/02/14 by Wang, Yejie, He, Keqing, Dong, Guanting +8 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Do Large Language Models Excel in Complex Logical Reasoning with Formal Language?
2025/05/22 by Jiang, Jin, Wang, Jianing, Yan, Yuchen +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- How Do Your Code LLMs Perform? Empowering Code Instruction Tuning with High-Quality Data
2024/09/05 by Yejie Wang, Wang, Yejie, Keqing He +25 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE)