Kan Li

1. Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning
   2024/01/19 by Yiwei Li, Peiwen Yuan, Li, Yiwei +13 · 30 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
2. Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
   2024/08/24 by Xinglin Wang, Shaoxiong Feng, Wang, Xinglin +14 · 17 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
3. Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data
   2023/12/20 by Yiwei Li, Peiwen Yuan, Li, Yiwei +13 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
4. Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation
   2024/07/02 by Xinglin Wang, Wang, Xinglin, Yiwei Li +13 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems
5. Generative Video Semantic Communication via Multimodal Semantic Fusion with Large Model
   2025/02/19 by Hang Yin, Yin, Hang, Li Qiao +11 · 5 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Information Theory (cs.IT) #Signal Processing (eess.SP) #Video Analysis and Summarization #electronic engineering #information engineering
6. BatchEval: Towards Human-like Text Evaluation
   2023/12/31 by Peiwen Yuan, Yuan, Peiwen, Shaoxiong Feng +11 · 2 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
7. Do Multimodal Language Models Really Understand Direction? A Benchmark for Compass Direction Reasoning
   2024/12/21 by Hang Yin, Zhifeng Lin, Yin, Hang +7 · 3 citations
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Natural Language Processing Techniques #Speech and dialogue systems
8. CogLM: Tracking Cognitive Development of Large Language Models
   2024/08/17 by Xinglin Wang, Wang, Xinglin, Peiwen Yuan +13 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
9. Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation
   2025/02/27 by Yiwei Li, Li, Yiwei, Ji Zhang +18 · 3 citations
   Computer Science · Social Sciences · #Topic Modeling #Language and cultural evolution #Natural Language Processing Techniques
10. Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network
    2020/03/04 by Shaoxiong Feng, Feng, Shaoxiong, Hongshen Chen +5 · 1 citation
    Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Multimodal Machine Learning Applications
11. Deep Nitrogen Fluxes and Sources Constrained by Arc Lava Phenocrysts
    2024/12/12 by Michael R. Hudak, Peter H. Barry, David V. Bekaert +12 · 1 voice
    Earth and Planetary Sciences · #Geological and Geochemical Analysis #Geology and Paleoclimatology Research #earthquake and tectonic studies
12. Instruction Embedding: Latent Representations of Instructions Towards Task Identification
    2024/09/29 by Yiwei Li, Jiayi Shi, Li, Yiwei +15 · 1 citation
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
13. OrientSAM: Mitigating Camera-Centric Shortcut in Multimodal Spatial Reasoning via Orientation-Aware Spatial Alignment
    2026/07/20 by Wenxiao Fan, Hang Yin, Kan Li
    #cs.AI #cs.CV #cs.MM
14. Leveraging Dissimilarity Invariance as a Robust Anchor for Learning with Noisy Labels
    2026/07/20 by Wenxiao Fan, Kan Li
    #cs.CV