Chen, Shiqi

1. FacTool: Factuality Detection in Generative AI -- A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios
   2023/07/25 by I-Chun Chern, Chern, I-Chun, Steffi Chern +15 · 28 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
2. Composing Parameter-Efficient Modules with Arithmetic Operations
   2023/06/26 by Jinghan Zhang, Shiqi Chen, Zhang, Jinghan +5 · 17 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas
   2025/03/03 by Shiqi Chen, Chen, Shiqi, Tongyao Zhu +17 · 25 citations
   Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Semantic Web and Ontologies
4. FELM: Benchmarking Factuality Evaluation of Large Language Models
   2023/10/01 by Chen, Shiqi, Zhao, Yiran, Zhang, Jinghan +4 · 11 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Optical Generative Models
   2024/10/23 by Chen, Shiqi, Li, Yuhang, Chen, Hanlong +1 · 10 citations
   #Applied Physics (physics.app-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Optics (physics.optics)
6. Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
   2025/05/08 by Chen, Shiqi, Jinghan Zhang, Tongyao Zhu +12 · 12 citations
   Computer Science · Psychology · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Multimodal Machine Learning Applications
7. SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond
   2025/05/26 by Liu, Junteng, Fan, Yuanxiang, Jiang, Zhuo +12 · 13 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation
   2024/03/03 by Shiqi Chen, Miao Xiong, Chen, Shiqi +11 · 4 citations
   Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hallucinations in medical conditions #Machine Learning (cs.LG) #Mental Health Research Topics #Psychedelics and Drug Studies
9. WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning
   2024/11/08 by Xiangyu Zhao, Zhao, Xiangyu, Wenlong Zhang +20 · 4 citations
   Computer Science · #Advanced Computational Techniques and Applications #Computational Physics and Python Applications #Data Visualization and Analytics
10. Successive optimization of optics and post-processing with differentiable coherent PSF operator and field information
    2024/12/19 by Zheng Ren, Jingwen Zhou, Ren, Zheng +11 · 3 citations
    Engineering · #Optical Network Technologies #Optical Systems and Laser Technology #Optical Polarization and Ellipsometry
11. On the Universal Truthfulness Hyperplane Inside LLMs
    2024/07/11 by Junteng Liu, Liu, Junteng, Shiqi Chen +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques
12. Reliable Image Dehazing by NeRF
    2023/03/16 by Jin, Zheyan, Chen, Shiqi, Feng, Huajun +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. DualDn: Dual-domain Denoising via Differentiable ISP
    2024/09/27 by Ruikang Li, Li, Ruikang, Yujin Wang +9 · 2 citations
    Computer Science · #Image and Signal Denoising Methods #Neural Networks and Applications #Digital Filter Design and Implementation
14. Mobile Image Restoration via Prior Quantization
    2023/05/10 by Chen, Shiqi, Zhou, Jinwen, Li, Menghao +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #electronic engineering #information engineering
15. DiffSR: Learning Radar Reflectivity Synthesis via Diffusion Model from Satellite Observations
    2024/11/11 by Xuming He, He, Xuming, Zhou, Zhiwang +10 · 3 citations
    Engineering · Environmental Science · #Advanced SAR Imaging Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Soil Moisture and Remote Sensing #electronic engineering #information engineering
16. Toward Real Flare Removal: A Comprehensive Pipeline and A New Benchmark
    2023/06/28 by Zheyan Jin, Shiqi Chen, Jin, Zheyan +7 · 1 citation
    Computer Science · #Image Enhancement Techniques #Advanced Image Processing Techniques #Advanced Vision and Imaging
17. Does Learning Mathematical Problem-Solving Generalize to Broader Reasoning?
    2025/07/06 by Zhou, Ruochen, Xu, Minrui, Chen, Shiqi +5 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
18. Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs
    2025/02/18 by Longxu Dou, Qian Liu, Dou, Longxu +73 · 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
19. Internalizing World Models via Self-Play Finetuning for Agentic RL
    2025/10/16 by Chen, Shiqi, Zhu, Tongyao, Wang, Zian +7 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
20. Revealing the preference for correcting separated aberrations in joint optic-image design
    2023/09/08 by Jingwen Zhou, Shiqi Chen, Zhou, Jingwen +13 · 1 citation
    Engineering · Physics and Astronomy · #Advanced optical system design #Adaptive optics and wavefront sensing #Advanced Optical Imaging Technologies