Shengding Hu
- Graph Neural Networks: A Review of Methods and Applications
2018/12/20 by Jie Zhou, Ganqu Cui, Zhou, Jie +15 · 1 voice · 224 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Topic Modeling #cs.AI #cs.LG #stat.ML
- mHC: Manifold-Constrained Hyper-Connections
2025/12/31 by Zhenda Xie, Yixuan Wei, Huanqi Cao +17 · 18 voices · 6 citations
#cs.CL #cs.AI #cs.LG
- MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies
2024/04/09 by Shengding Hu, Hu, Shengding, Yuge Tu +48 · 2 voices · 146 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems
2024/02/21 by Chaoqun He, Renjie Luo, He, Chaoqun +25 · 334 citations
Social Sciences · Psychology · #Educational Assessment and Pedagogy #Educational Strategies and Epistemologies #Second Language Acquisition and Learning
- Graph neural networks: A review of methods and applications
2020/01/01 by Jie Zhou, Ganqu Cui, Shengding Hu +6 · 150 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Topic Modeling
- MiniCPM-V: A GPT-4V Level MLLM on Your Phone
2024/08/03 by Yuan Yao, Yao, Yuan, Tianyou Yu +41 · 237 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Enhancing Chat Language Models by Scaling High-quality Instructional Conversations
2023/05/23 by Ning Ding, Yulin Chen, Ding, Ning +15 · 124 citations
Computer Science · #Topic Modeling #Text Readability and Simplification #Natural Language Processing Techniques
- Tool Learning with Foundation Models
2023/04/17 by Yujia Qin, Qin, Yujia, Shengding Hu +79 · 53 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research
- Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification
2021/08/04 by Shengding Hu, Hu, Shengding, Ning Ding +13 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- OpenPrompt: An Open-source Framework for Prompt-learning
2021/11/03 by Ning Ding, Shengding Hu, Ding, Ning +11 · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer
2024/12/10 by Jinyi Hu, Hu, Jinyi, Shengding Hu +14 · 18 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
- EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents
2025/01/21 by Zhili Cheng, Cheng, Zhili, Yuge Tu +19 · 18 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Predicting Emergent Abilities with Infinite Resolution Evaluation
2023/10/05 by Shengding Hu, Xin Liu, Hu, Shengding +21 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering Research #Topic Modeling
- Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models
2024/06/22 by Xinrong Zhang, Yingfa Chen, Zhang, Xinrong +15 · 9 citations
Psychology · #Educational Games and Gamification
- ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models
2024/02/21 by Chenyang Song, Song, Chenyang, Xu Han +19 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Graph Policy Network for Transferable Active Learning on Graphs
2020/06/24 by Shengding Hu, Zheng Xiong, Hu, Shengding +11 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Machine Learning and Algorithms #Topic Modeling
- UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs
2024/04/11 by Chaoqun He, He, Chaoqun, Renjie Luo +17 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Sparse Structure Search for Parameter-Efficient Tuning
2022/06/15 by Shengding Hu, Zhen Zhang, Hu, Shengding +11 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Parallel Computing and Optimization Techniques
- LEGENT: Open Platform for Embodied Agents
2024/04/28 by Zhili Cheng, Zhitong Wang, Cheng, Zhili +17 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Robotics (cs.RO)
- States Hidden in Hidden States: LLMs Emerge Discrete State Representations Implicitly
2024/07/16 by Junhao Chen, Shengding Hu, Chen, Junhao +5 · 3 citations
Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
- COPEN: Probing Conceptual Knowledge in Pre-trained Language Models
2022/11/08 by Hao Peng, Xiaozhi Wang, Peng, Hao +12 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling