Haiyang Yu

1. Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
   2023/11/06 by Le Yu, Yu, Le, Bowen Yu +7 · 1 voice · 110 citations
   Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG
2. API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs
   2023/04/14 by Minghao Li, Li, Minghao, Bowen Yu +13 · 87 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
3. Preference Ranking Optimization for Human Alignment
   2023/06/30 by Feifan Song, Song, Feifan, Bowen Yu +11 · 2 voices · 24 citations
   #cs.CL #cs.AI
4. On Explainability of Graph Neural Networks via Subgraph Explorations
   2021/02/09 by Hao Yuan, Haiyang Yu, Yuan, Hao +7 · 24 citations
   Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Explainability in Graph Neural Networks: A Taxonomic Survey
   2020/12/31 by Hao Yuan, Yuan, Hao, Haiyang Yu +5 · 21 citations
   Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare
6. Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
   2023/07/17 by Xuan Zhang, Limei Wang, Zhang, Xuan +123 · 1 voice · 17 citations
   #cs.LG #physics.comp-ph
7. Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
   2024/06/25 by Minzheng Wang, Wang, Minzheng, Longze Chen +25 · 25 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management
8. Long short-term memory neural network for traffic speed prediction using remote microwave sensor data
   2015/05/01 by Xiaolei Ma, Zhimin Tao, Yinhai Wang +2 · 5 citations
9. Efficient and Equivariant Graph Networks for Predicting Quantum Hamiltonian
   2023/06/08 by Haiyang Yu, Yu, Haiyang, Xu Zhao +7 · 10 citations
   Materials Science · Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Machine Learning in Materials Science #Protein Structure and Dynamics #Advanced Chemical Physics Studies
10. A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges
    2020/07/26 by Bin Fu, Yunqi Qiu, Fu, Bin +9 · 6 citations
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Advanced Text Analysis Techniques
11. Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study
    2021/12/30 by Haiyang Yu, Yu, Haiyang, Jingye Chen +15 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Text and Document Classification Technologies
12. Detecting AI-Generated Video via Frame Consistency
    2024/02/03 by Long Ma, Ma, Long, Yan, Zhiyuan +6 · 7 citations
    Computer Science · #Digital Media Forensic Detection #Video Analysis and Summarization #Generative Adversarial Networks and Image Synthesis
13. Chinese Text Recognition with A Pre-Trained CLIP-Like Model Through Image-IDS Aligning
    2023/09/03 by Haiyang Yu, Xiaocong Wang, Yu, Haiyang +5 · 6 citations
    Computer Science · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Image Processing and 3D Reconstruction
14. QH9: A Quantum Hamiltonian Prediction Benchmark for QM9 Molecules
    2023/06/15 by Haiyang Yu, Meng Liu, Yu, Haiyang +11 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
15. A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment
    2023/08/10 by Yingxiu Zhao, Zhao, Yingxiu, Bowen Yu +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
16. Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment
    2024/03/17 by Feifan Song, Song, Feifan, Bowen Yu +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
17. AccidentGPT: Accident Analysis and Prevention from V2X Environmental Perception with Multi-modal Large Model
    2023/12/20 by Lening Wang, Yilong Ren, Wang, Lening +19 · 3 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computational Engineering #FOS: Computer and information sciences #Finance #Traffic Prediction and Management Techniques #and Science (cs.CE)
18. Text Gestalt: Stroke-Aware Scene Text Image Super-Resolution
    2021/12/13 by Jingye Chen, Haiyang Yu, Chen, Jingye +7 · 2 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Video Stabilization
19. KoMA: Knowledge-driven Multi-agent Framework for Autonomous Driving with Large Language Models
    2024/07/19 by Kemou Jiang, Xuan Cai, Jiang, Kemou +17 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
20. Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning
    2025/05/21 by Jinghui Lu, Haiyang Yu, Lu, Jinghui +19 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multimedia (cs.MM) #Natural Language Processing Techniques #Semantic Web and Ontologies
21. TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models
    2024/03/04 by Yilong Ren, Ren, Yilong, Yue Chen +9 · 3 citations
    Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
22. Synthesizing Efficient Data with Diffusion Models for Person Re-Identification Pre-Training
    2024/06/10 by Ke Niu, Niu, Ke, Haiyang Yu +9 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis
23. Improving Question Generation with Multi-level Content Planning
    2023/10/20 by Zehua Xia, Xia, Zehua, Qi Gou +11 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
24. Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
    2024/02/23 by Qiaoyu Tang, Jiawei Chen, Tang, Qiaoyu +22 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Intelligent Tutoring Systems and Adaptive Learning #Recommender Systems and Techniques #Topic Modeling
25. SoFA: Shielded On-the-fly Alignment via Priority Rule Following
    2024/02/27 by Xinyu Lu, Lu, Xinyu, Bowen Yu +13 · 2 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Methods in Verification #Logic, programming, and type systems #Manufacturing Process and Optimization
26. EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models
    2025/06/10 by Xinghua Zhang, Zou, Tao, Haiyang Yu +8 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
27. A Survey on Neural Open Information Extraction: Current Status and Future Directions
    2022/05/24 by Shaowen Zhou, Zhou, Shaowen, Bowen Yu +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
28. Chinese Character Recognition with Radical-Structured Stroke Trees
    2022/11/24 by Haiyang Yu, Yu, Haiyang, Jingye Chen +5 · 1 citation
    Computer Science · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Image Processing and 3D Reconstruction
29. Efficient Prediction of SO(3)-Equivariant Hamiltonian Matrices via SO(2) Local Frames
    2025/06/11 by Haiyang Yu, Yu, Haiyang, Lin, Yuchao +6 · 3 citations
    Materials Science · Computer Science · Physics and Astronomy · #Machine Learning in Materials Science #Advanced Graph Neural Networks #Quantum many-body systems
30. Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement
    2024/08/06 by Le Yu, Yu, Le, Bowen Yu +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
31. Spectro-Riemannian Graph Neural Networks
    2025/02/01 by Karish Grover, Haiyang Yu, Grover, Karish +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
32. Before the Action: Benchmarking LLMs on Prospective Hypothesis Discovery
    2026/07/17 by Tianyun Zhong, Wangyi Jiang, Wei Wang +15
    #cs.CL
33. AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression
    2026/07/19 by Yuanhao Huang, Yilong Ren, Jinlei Wang +3
    #cs.CV
34. Detectors Learn the Wrong Thing: Shortcut-Resistant Adversarial Training Against Physically Realizable Attacks
    2026/07/23 by Yuanhao Huang, Yilong Ren, Jinlei Wang +3
    #cs.CV
35. Dynamic Speed Limit Control of Connected Automated Vehicles in Freeway Networks Considering Traffic Composition Uncertainty
    2026/07/18 by Lei Wei, Yu Han, Haiyang Yu +1
    #eess.SY #cs.SY