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Chang Zhou

  1. Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
    2024/09/18 by Peng Wang, Wang, Peng, Shuai Bai +35 · 952 citations
    Psychology · #Categorization, perception, and language
  2. Qwen Technical Report
    2023/09/28 by Jinze Bai, Bai, Jinze, Shuai Bai +91 · 597 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  3. Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
    2023/08/24 by Jinze Bai, Bai, Jinze, Shuai Bai +15 · 506 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  4. CogView: Mastering Text-to-Image Generation via Transformers
    2021/05/26 by Ming Ding, Ding, Ming, Zhuoyi Yang +19 · 1 voice · 51 citations
    Computer Science · #Advanced Image Processing Techniques #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #cs.CV #cs.LG
  5. Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models
    2023/11/14 by Yunfei Chu, Jin Xu, Chu, Yunfei +13 · 158 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  6. Qwen2-Audio Technical Report
    2024/07/15 by Yunfei Chu, Jin Xu, Chu, Yunfei +21 · 1 voice · 155 citations
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #cs.CL #cs.LG #eess.AS #electronic engineering #information engineering
  7. Deep Interest Evolution Network for Click-Through Rate Prediction
    2018/09/11 by Guorui Zhou, Zhou, Guorui, Na Mou +13 · 63 citations
    Computer Science · Social Sciences · Physics and Astronomy · #Recommender Systems and Techniques #Digital Marketing and Social Media #Complex Network Analysis Techniques
  8. An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models
    2024/03/11 by Liang Chen, Chen, Liang, Haozhe Zhao +11 · 125 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
  9. AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension
    2024/02/12 by Qian Yang, Jin Xu, Yang, Qian +19 · 60 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  10. OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
    2022/02/07 by Peng Wang, Wang, Peng, Yang An +17 · 32 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  11. Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
    2023/08/03 by Zheng Yuan, Yuan, Zheng, Hongyi Yuan +11 · 42 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  12. How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
    2023/10/09 by Guanting Dong, Dong, Guanting, Hongyi Yuan +17 · 40 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
  13. Controllable Multi-Interest Framework for Recommendation
    2020/05/19 by Yukuo Cen, Jianwei Zhang, Cen, Yukuo +9 · 24 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #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
  14. M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems
    2022/05/17 by Zeyu Cui, Cui, Zeyu, Jianxin Ma +7 · 27 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Machine Learning in Healthcare
  15. Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models
    2023/11/15 by Keming Lu, Hongyi Yuan, Lu, Keming +11 · 27 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
  16. ExpertPrompting: Instructing Large Language Models to be Distinguished Experts
    2023/05/24 by Benfeng Xu, Yang An, Xu, Benfeng +11 · 16 citations
    Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
  17. Causal Attention for Unbiased Visual Recognition
    2021/08/19 by Tan Wang, Wang, Tan, Chang Zhou +5 · 10 citations
    Computer Science · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Domain Adaptation and Few-Shot Learning
  18. Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
    2024/06/19 by Guanting Dong, Keming Lu, Dong, Guanting +11 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Topic Modeling
  19. AliGraph: A Comprehensive Graph Neural Network Platform
    2019/02/23 by Rong Zhu, Kun Zhao, Zhu, Rong +13 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Parallel #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
  20. Synthesizing Text-to-SQL Data from Weak and Strong LLMs
    2024/08/06 by Jiaxi Yang, Binyuan Hui, Yang, Jiaxi +9 · 16 citations
    Computer Science · #Mathematics, Computing, and Information Processing #Advanced Database Systems and Queries #Natural Language Processing Techniques
  21. MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning
    2023/10/09 by Cheng‐Peng Li, Zheng Yuan, Li, Chengpeng +14 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  22. ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation
    2017/11/17 by Chang Zhou, Zhou, Chang, Jinze Bai +11 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  23. Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation
    2023/03/26 by Zongxin Yang, Shen, Xiaolong, Yang, Zongxin +8 · 8 citations
    Computer Science · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Advanced Vision and Imaging
  24. SAMGPT: Text-free Graph Foundation Model for Multi-domain Pre-training and Cross-domain Adaptation
    2025/02/08 by Xingtong Yu, Zhenyu Gong, Yu, Xingtong +7 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  25. Text-Free Multi-domain Graph Pre-training: Toward Graph Foundation Models
    2024/05/22 by Xingtong Yu, Yu, Xingtong, Chang Zhou +5 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  26. Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning
    2023/11/14 by Shengguang Wu, Keming Lu, Wu, Shengguang +9 · 7 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Machine Learning and Data Classification
  27. Training-Free Long-Context Scaling of Large Language Models
    2024/02/27 by Chenxin An, Fei Huang, An, Chenxin +11 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  28. MultiGPrompt for Multi-Task Pre-Training and Prompting on Graphs
    2023/11/28 by Xingtong Yu, Yu, Xingtong, Chang Zhou +5 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
  29. Cognitive Graph for Multi-Hop Reading Comprehension at Scale
    2019/05/14 by Ming Ding, Ding, Ming, Chang Zhou +7 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  30. GCoT: Chain-of-Thought Prompt Learning for Graphs
    2025/02/12 by Xingtong Yu, Chang Zhou, Yu, Xingtong +6 · 4 citations
    Psychology · Neuroscience · Computer Science · #Mental Health Research Topics #Functional Brain Connectivity Studies #Machine Learning in Healthcare
  31. Controllable 3D Face Generation with Conditional Style Code Diffusion
    2023/12/21 by Jianxin Ma, Shen, Xiaolong, Ma, Jianxin +4 · 2 citations
    Computer Science · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Video Surveillance and Tracking Methods
  32. Online Merging Optimizers for Boosting Rewards and Mitigating Tax in Alignment
    2024/05/28 by Keming Lu, Lu, Keming, Bowen Yu +9 · 2 citations
    Business, Management and Accounting · Decision Sciences · Engineering · #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sharing Economy and Platforms #Transportation and Mobility Innovations
  33. Learning to Rehearse in Long Sequence Memorization
    2021/06/02 by Zhu Zhang, Chang Zhou, Zhang, Zhu +11 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  34. CogDL: A Comprehensive Library for Graph Deep Learning
    2021/03/01 by Yukuo Cen, Zhenyu Hou, Cen, Yukuo +33 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
  35. Instance-wise Prompt Tuning for Pretrained Language Models
    2022/06/04 by Yuezihan Jiang, Jiang, Yuezihan, Junyang Lin +14 · 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
  36. Cognitive Knowledge Graph Reasoning for One-shot Relational Learning
    2019/06/13 by Zhengxiao Du, Du, Zhengxiao, Chang Zhou +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  37. Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability
    2025/05/30 by Chiwei Zhu, Benfeng Xu, Zhu, Chiwei +10 · 3 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences
  38. Optimizing Search Advertising Strategies: Integrating Reinforcement Learning with Generalized Second-Price Auctions for Enhanced Ad Ranking and Bidding
    2024/05/22 by Chang Zhou, Yang Zhao, Zhou, Chang +9 · 1 citation
    Business, Management and Accounting · Decision Sciences · #Auction Theory and Applications #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Supply Chain and Inventory Management
  39. Predict Click-Through Rates with Deep Interest Network Model in E-commerce Advertising
    2024/06/04 by Chang Zhou, Yang Zhao, Zhou, Chang +11 · 1 citation
    Business, Management and Accounting · #E-commerce and Technology Innovations #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)