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Shen, Ying

  1. Efficient Low-rank Multimodal Fusion with Modality-Specific Factors
    2018/05/31 by Zhun Liu, Liu, Zhun, Ying Shen +9 · 44 citations
    Computer Science · Psychology · #Sentiment Analysis and Opinion Mining #Emotion and Mood Recognition #Multimodal Machine Learning Applications
  2. A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems
    2024/02/28 by Yi, Zihao, Ouyang, Jiarui, Xu, Zhe +4 · 47 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. Automatic Depression Detection: An Emotional Audio-Textual Corpus and a GRU/BiLSTM-based Model
    2022/02/15 by Shen, Ying, Yang, Huiyu, Lin, Lin · 15 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Quantitative Methods (q-bio.QM) #Sound (cs.SD) #electronic engineering #information engineering
  4. Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey
    2024/11/26 by Jiayi Kuang, Jingyou Xie, Kuang, Jiayi +15 · 28 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Text and Document Classification Technologies
  5. On the geometry and topology of manifolds of positive bi-Ricci curvature
    1997/08/28 by Shen, Ying, Ye, Rugang · 3 citations
    #53C21 #53C42 #Differential Geometry (math.DG) #FOS: Mathematics
  6. InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States
    2024/06/17 by Mohammad Beigi, Ying Shen, Beigi, Mohammad +17 · 7 citations
    Engineering · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reservoir Engineering and Simulation Methods #Statistical Methods and Inference
  7. A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers
    2023/06/03 by Xiaoyan Zhao, Zhao, Xiaoyan, Yang Deng +15 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  8. Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction
    2022/10/19 by Shirong Ma, Yinghui Li, Ma, Shirong +21 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  9. Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning
    2024/02/18 by Zhiyang Xu, Chao Feng, Xu, Zhiyang +15 · 5 citations
    Psychology · #Visual and Cognitive Learning Processes
  10. From Training-Free to Adaptive: Empirical Insights into MLLMs' Understanding of Detection Information
    2024/01/31 by Jiao, Qirui, Chen, Daoyuan, Huang, Yilun +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors
    2018/11/23 by Yansen Wang, Wang, Yansen, Ying Shen +9 · 3 citations
    Computer Science · Psychology · #Sentiment Analysis and Opinion Mining #Emotion and Mood Recognition #Topic Modeling
  12. A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models
    2025/02/22 by Zihao Lin, Lin, Zihao, Samyadeep Basu +39 · 9 citations
    Environmental Science · Engineering · #Groundwater flow and contamination studies #Dam Engineering and Safety #Tunneling and Rock Mechanics
  13. SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Models
    2024/10/04 by Yue Zhang, Zhiyang Xu, Zhang, Yue +7 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Multimodal Machine Learning Applications #Speech and dialogue systems
  14. MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning
    2022/12/21 by Xu, Zhiyang, Shen, Ying, Huang, Lifu · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation
    2025/05/29 by Kaijie Chen, Chen, Kaijie, Zihao Lin +13 · 10 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Data Visualization and Analytics
  16. Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters
    2023/11/19 by Yinghui Li, Zishan Xu, Li, Yinghui +17 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling
  17. Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking
    2021/07/17 by Geng, Binzong, Yuan, Fajie, Xu, Qiancheng +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models
    2024/08/08 by Jiao, Qirui, Chen, Daoyuan, Huang, Yilun +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization
    2024/03/17 by M. S. Liu, Daoyuan Chen, Liu, Mengsha +7 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  20. The first passage time problem for mixed-exponential jump processes with\n applications in insurance and finance
    2013/02/27 by Chuancun Yin, Yuzhen Wen, Yin, Chuancun +5 · 1 citation
    Economics, Econometrics and Finance · Decision Sciences · Social Sciences · #Stochastic processes and financial applications #Probability and Risk Models #Insurance, Mortality, Demography, Risk Management
  21. The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models
    2023/05/24 by Jingyuan Qi, Qi, Jingyuan, Zhiyang Xu +11 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  22. Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
    2025/02/11 by Li, Yinghui, Huang, Haojing, Kuang, Jiayi +7 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects
    2023/11/15 by Min‐Qian Liu, Liu, Minqian, Ying Shen +13 · 2 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 #Text Readability and Simplification #Topic Modeling
  24. LTCR: Long-Text Chinese Rumor Detection Dataset
    2023/06/12 by Ziyang Ma, Ma, Ziyang, Mengsha Liu +5 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Spam and Phishing Detection #Topic Modeling
  25. Contrastive Learning with Hard Negative Entities for Entity Set Expansion
    2022/04/16 by Li, Yinghui, Li, Yangning, He, Yuxin +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  26. Mitigating Catastrophic Forgetting in Multi-domain Chinese Spelling Correction by Multi-stage Knowledge Transfer Framework
    2024/02/18 by Xing, Peng, Li, Yinghui, Ma, Shirong +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. HumanVBench: Exploring Human-Centric Video Understanding Capabilities of MLLMs with Synthetic Benchmark Data
    2024/12/23 by Zhou, Ting, Chen, Daoyuan, Jiao, Qirui +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering
    2018/12/06 by Deng, Yang, Xie, Yuexiang, Li, Yaliang +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. Many-to-many Image Generation with Auto-regressive Diffusion Models
    2024/04/03 by Ying Shen, Shen, Ying, Yizhe Zhang +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  30. One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
    2025/02/12 by Li, Yinghui, Kuang, Jiayi, Huang, Haojing +10 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering
    2019/11/22 by Deng, Yang, Lam, Wai, Xie, Yuexiang +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
    2024/05/31 by Jiatao Gu, Gu, Jiatao, Ying Shen +9 · 2 citations
    Computer Science · #Topic Modeling
  33. Correct Like Humans: Progressive Learning Framework for Chinese Text Error Correction
    2023/06/30 by Li, Yinghui, Ma, Shirong, Chen, Shaoshen +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows
    2025/11/25 by Jiatao Gu, Gu, Jiatao, Ying Shen +15 · 6 citations
    Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
  35. Diversity as a Reward: Fine-Tuning LLMs on a Mixture of Domain-Undetermined Data
    2025/02/05 by Ling, Zhenqing, Chen, Daoyuan, Yao, Liuyi +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Collaborating Heterogeneous Natural Language Processing Tasks via Federated Learning
    2022/12/12 by Dong, Chenhe, Xie, Yuexiang, Ding, Bolin +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories
    2025/09/20 by Beigi, Mohammad, Shen, Ying, Shojaee, Parshin +5 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  38. Tunable Soft Prompts are Messengers in Federated Learning
    2023/11/12 by Chenhe Dong, Yuexiang Xie, Dong, Chenhe +7 · 1 citation
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
  39. On the Convergence of Zeroth-Order Federated Tuning for Large Language Models
    2024/02/08 by Ling, Zhenqing, Chen, Daoyuan, Yao, Liuyi +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. Multimodal Instruction Tuning with Conditional Mixture of LoRA
    2024/02/24 by Ying Shen, Shen, Ying, Zhiyang Xu +9 · 1 citation
    Computer Science · #Speech and dialogue systems #Speech and Audio Processing
  41. Automatic Context Pattern Generation for Entity Set Expansion
    2022/07/17 by Li, Yinghui, Huang, Shulin, Zhang, Xinwei +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  42. Rethinking the Uncertainty: A Critical Review and Analysis in the Era of Large Language Models
    2024/10/26 by Mohammad Beigi, Sijia Wang, Beigi, Mohammad +20 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  43. Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
    2024/07/04 by Xu, Zhiyang, Liu, Minqian, Shen, Ying +5 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. Intent-driven In-context Learning for Few-shot Dialogue State Tracking
    2024/12/04 by Zihao Yi, Zhe Xu, Yi, Zihao +3 · 1 citation
    Computer Science · #Context-Aware Activity Recognition Systems #Speech and dialogue systems #Seismology and Earthquake Studies
  45. MindGYM: What Matters in Question Synthesis for Thinking-Centric Fine-Tuning?
    2025/03/12 by Xu, Zhe, Chen, Daoyuan, Ling, Zhenqing +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences