Yingbo Zhou
- LLMs Get Lost In Multi-Turn Conversation
2025/05/09 by Philippe Laban, Hiroaki Hayashi, Laban, Philippe +5 · 41 voices · 109 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL #cs.HC
- CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
2022/03/25 by Erik Nijkamp, Nijkamp, Erik, Bo Pang +13 · 128 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering Research #Software Engineering Techniques and Practices #Software Testing and Debugging Techniques
- Challenges in Representation Learning: A report on three machine\n learning contests
2013/07/01 by Ian Goodfellow, Goodfellow, Ian J., Dumitru Erhan +55 · 30 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild
2023/05/18 by Can Qin, Shu Zhang, Qin, Can +23 · 32 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks
2024/10/07 by Ziyan Jiang, Jiang, Ziyan, Rui Meng +9 · 45 citations
Computer Science · #Multimodal Machine Learning Applications
- BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation
2025/02/06 by Bo Pang, Hanze Dong, Pang, Bo +9 · 2 voices · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
2023/05/03 by Erik Nijkamp, Hiroaki Hayashi, Nijkamp, Erik +7 · 20 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
- Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization
2021/10/21 by Devansh Arpit, Huan Wang, Arpit, Devansh +5 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- End-to-End Dense Video Captioning with Masked Transformer
2018/04/03 by Luowei Zhou, Zhou, Luowei, Yingbo Zhou +7 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
- JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking
2024/10/31 by Tong Niu, Shafiq Joty, Niu, Tong +9 · 13 citations
Computer Science · #Topic Modeling
- Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
2024/08/13 by Kexun Zhang, Zhang, Kexun, Weiran Yao +29 · 12 citations
Computer Science · Social Sciences · #Open Source Software Innovations #Multi-Agent Systems and Negotiation #Ethics and Social Impacts of AI
- Long Document Summarization with Top-down and Bottom-up Inference
2022/03/15 by Bo Pang, Pang, Bo, Erik Nijkamp +9 · 5 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval
2024/11/19 by Ye Liu, Rui Meng, Liu, Ye +11 · 10 citations
Computer Science · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research
- Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification
2024/10/05 by Zhenwen Liang, Ye Liu, Liang, Zhenwen +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Software Engineering Research
- Merlion: A Machine Learning Library for Time Series
2021/09/20 by Aadyot Bhatnagar, Bhatnagar, Aadyot, Paul Kassianik +43 · 3 citations
Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical Software (cs.MS) #Time Series Analysis and Forecasting
- WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks
2023/10/17 by Jun Xia, Zhihao Yue, Xia, Jun +9 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
- Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining
2025/05/16 by Raghuveer Thirukovalluru, Rui Meng, Thirukovalluru, Raghuveer +17 · 9 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Machine Learning and Data Classification
- CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models
2024/11/07 by Jierui Li, Li, Jierui, Hung Le +9 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Efficient and Differentiable Conformal Prediction with General Function Classes
2022/02/22 by Yu Bai, Bai, Yu, Huan Wang +6 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Methodology (stat.ME) #Statistics Theory (math.ST)
- INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness
2024/06/23 by Hung Le, Yingbo Zhou, Le, Hung +7 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #Software Engineering Research #Software Engineering Techniques and Practices
- Is Joint Training Better for Deep Auto-Encoders?
2014/05/06 by Yingbo Zhou, Devansh Arpit, Zhou, Yingbo +5 · 1 citation
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Music and Audio Processing
- Why Regularized Auto-Encoders learn Sparse Representation?
2015/05/21 by Devansh Arpit, Arpit, Devansh, Yingbo Zhou +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models
2022/10/22 by Lifu Tu, Caiming Xiong, Tu, Lifu +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown
2024/11/24 by Lifu Tu, Tu, Lifu, Rui Meng +7 · 1 voice · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
- DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text
2023/10/31 by Wenting Zhao, Ye Liu, Zhao, Wenting +13 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
- Parameter-Efficient Detoxification with Contrastive Decoding
2024/01/13 by Tong Niu, Caiming Xiong, Niu, Tong +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- MAS-ProVe: Understanding the Process Verification of Multi-Agent Systems
2026/02/03 by Vishal Venkataramani, Haizhou Shi, Zixuan Ke +6 · 1 voice · 2 citations
#cs.AI #cs.CL #cs.MA
- StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs
2024/12/23 by Hailin Chen, Fangkai Jiao, Chen, Hailin +19 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property