Boyan Xu - RankMe

56 papers A* 7A 2B 4C 1Journal 35Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CMCTS: A Constrained Monte Carlo Tree Search framework for mathematical reasoning in large language model. Appl. Intell. Qingwen Lin, Boyan Xu, Guimin Hu, Zijian Li, Zhifeng Hao, Keli Zhang, Ruichu Cai
2026	J	`jnl`	ENTRA: Entropy-Based Redundancy Avoidance in Large Language Model Reasoning. CoRR Ruichu Cai, Haopeng Du, Qingwen Lin, Yutong Chen, Zijian Li, Boyan Xu
2026	J	`jnl`	Hierarchical Action Learning for Weakly-Supervised Action Segmentation. CoRR Junxian Huang, Ruichu Cai, Hao Zhu, Juntao Fang, Boyan Xu, Weilin Chen, Zijian Li, Shenghua Gao
2026	J	`jnl`	MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models. CoRR Yang Shi, Yifeng Xie, Minzhe Guo, Liangsi Lu, Mingxuan Huang, Jingchao Wang, Zhihong Zhu, Boyan Xu, Zhiqi Huang
2026	J	`jnl`	Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL. CoRR Bingfeng Chen, Shaobin Shi, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao
2026	J	`jnl`	What Gets Activated: Uncovering Domain and Driver Experts in MoE Language Models. CoRR Guimin Hu, Meng Li, Qiwei Peng, Lijie Hu, Boyan Xu, Ruichu Cai
2025	B	`conf`	CACA: Context-Aware Cross-Attention Network for Extractive Aspect Sentiment Quad Prediction. COLING Bingfeng Chen, Haoran Xu, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao
2025	A*	`conf`	Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism. IJCAI Ruichu Cai, Kaitao Zheng, Junxian Huang, Zijian Li, Zhengming Chen, Boyan Xu, Zhifeng Hao
2025	J	`jnl`	Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism. CoRR Ruichu Cai, Kaitao Zheng, Junxian Huang, Zijian Li, Zhengming Chen, Boyan Xu, Zhifeng Hao
2025	A*	`conf`	Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting. IJCAI Wei Chen, Jiahao Zhang, Haipeng Zhu, Boyan Xu, Zhifeng Hao, Keli Zhang, Junjian Ye, Ruichu Cai
2025	J	`jnl`	Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting. CoRR Wei Chen, Jiahao Zhang, Haipeng Zhu, Boyan Xu, Zhifeng Hao, Keli Zhang, Junjian Ye, Ruichu Cai
2025	A*	`conf`	Chat2DB: Chatting to the Database with Interactive Agent Assisted Language Models. ICDE Boyan Xu, Yuyuan Cai, Shaobin Shi, Zhifeng Hao, Ruichu Cai
2025	B	`conf`	Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification. COLING Ruichu Cai, Shengyin Yu, Jiahao Zhang, Wei Chen, Boyan Xu, Keli Zhang
2025	A*	`conf`	GenLink: Generation-Driven Schema-Linking via Multi-Model Learning for Text-to-SQL. EMNLP Zhifeng Hao, Junqi Huang, Shaobin Shi, Ruichu Cai, Boyan Xu
2025	—	`conf`	Handling Missing Entities in Zero-Shot Named Entity Recognition: Integrated Recall and Retrieval Augmentation. NAACL (Long Papers) Ruichu Cai, Junhao Lu, Zhongjie Chen, Boyan Xu, Zhifeng Hao
2025	—	`conf`	Integrating Multi-modal Contrastive Learning and Multi-scale Feature Extractor for Liver Cancer Classification. ICSI (2) Hongkun Chen, Ruichu Cai, Ranmin Wang, Boyan Xu, Yuguang Yan
2025	J	`jnl`	Intelligent Systems for Combine Harvesters: A Comprehensive Review of Technologies and Trends. IEEE Access Li Jiang, Guanqun Wang, Boyan Xu, Naveed Husnain, Qi Wang
2025	J	`jnl`	Leveraging Constrained Monte Carlo Tree Search to Generate Reliable Long Chain-of-Thought for Mathematical Reasoning. CoRR Qingwen Lin, Boyan Xu, Zijian Li, Zhifeng Hao, Keli Zhang, Ruichu Cai
2025	J	`jnl`	OmniMER: Indonesian Multimodal Emotion Recognition via Auxiliary-Enhanced LLM Adaptation. CoRR Xueming Yan, Boyan Xu, Yaochu Jin, Lixian Xiao, Wenlong Ye, Runyang Cai, Zeqi Zheng, Jingfa Liu, Aimin Yang
2025	B	`conf`	PEFT Innovations in Text-to-SQL: Adapter and Prefix Tuning Methods with Structural Awareness. IJCNN Zhifeng Hao, Yuyuan Cai, Shaobin Shi, Boyan Xu, Ruichu Cai
2025	J	`jnl`	SDGNN: Structure-aware Dual Graph Neural Network for Code Summarization. Int. J. Mach. Learn. Cybern. Zhifeng Hao, Zonghao Lin, Shengqiang Zhang, Boyan Xu, Ruichu Cai
2025	J	`jnl`	Text-to-SQL as Dual-State Reasoning: Integrating Adaptive Context and Progressive Generation. CoRR Zhifeng Hao, Qibin Song, Ruichu Cai, Boyan Xu
2025	—	`conf`	Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL. NAACL (Long Papers) Bingfeng Chen, Shaobin Shi, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao
2025	—	`conf`	\mathcalS²IT: Stepwise Syntax Integration Tuning for Large Language Models in Aspect Sentiment Quad Prediction. NAACL (Findings) Bingfeng Chen, Chenjie Qiu, Yifeng Xie, Boyan Xu, Ruichu Cai, Zhifeng Hao
2024	J	`jnl`	A slimmer and deeper approach to deep network structures for low-level vision tasks. Expert Syst. J. Knowl. Eng. Boyan Xu, Hujun Yin
2024	—	`conf`	From Large to Tiny: Distilling and Refining Mathematical Expertise for Math Word Problems with Weakly Supervision. ICIC (LNAI 6) Qingwen Lin, Boyan Xu, Zhengting Huang, Ruichu Cai
2024	J	`jnl`	From Large to Tiny: Distilling and Refining Mathematical Expertise for Math Word Problems with Weakly Supervision. CoRR Qingwen Lin, Boyan Xu, Zhengting Huang, Ruichu Cai
2024	J	`jnl`	S CoRR Bingfeng Chen, Qihan Ouyang, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao
2024	J	`jnl`	Structure-aware annotation of leucine-rich repeat domains. PLoS Comput. Biol. Boyan Xu, Alois Cerbu, Christopher J. Tralie, Daven Lim, Ksenia Krasileva
2024	—	`conf`	S²GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis. ACL (1) Bingfeng Chen, Qihan Ouyang, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao
2024	J	`jnl`	TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation. CoRR Ranmin Wang, Limin Zhuang, Hongkun Chen, Boyan Xu, Ruichu Cai
2024	J	`jnl`	Unlocking the Potential: Benchmarking Large Language Models in Water Engineering and Research. CoRR Boyan Xu, Liang Wen, Zihao Li, Yuxing Yang, Guanlan Wu, Xiongpeng Tang, Yu Li, Zihao Wu, Qingxian Su, Xueqing Shi, Yue Yang, Rui Tong, How Yong Ng
2022	J	`jnl`	A survey of deep learning approaches to image restoration. Neurocomputing Jingwen Su, Boyan Xu, Hujun Yin
2022	J	`jnl`	ASIR: Robust Agent-based Representation Of SIR Model. CoRR Boyan Xu
2021	J	`jnl`	Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems. ACM Trans. Intell. Syst. Technol. Zijian Li, Ruichu Cai, Hong Wei Ng, Marianne Winslett, Tom Z. J. Fu, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang
2021	C	`conf`	DC-Deblur: A Dilated Convolutional Network for Single Image Deblurring. IDEAL Boyan Xu, Hujun Yin
2021	J	`jnl`	Evaluating State Space Discovery by Persistent Cohomology in the Spatial Representation System. Frontiers Comput. Neurosci. Louis Kang, Boyan Xu, Dmitriy Morozov
2021	B	`conf`	Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution. IJCNN Boyan Xu, Hujun Yin
2021	J	`jnl`	Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution. CoRR Boyan Xu, Hujun Yin
2021	A*	`conf`	SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL. NeurIPS Ruichu Cai, Jinjie Yuan, Boyan Xu, Zhifeng Hao
2021	J	`jnl`	SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL. CoRR Ruichu Cai, Jinjie Yuan, Boyan Xu, Zhifeng Hao
2021	J	`jnl`	Semi-supervised disentangled framework for transferable named entity recognition. Neural Networks Zhifeng Hao, Di Lv, Zijian Li, Ruichu Cai, Wen Wen, Boyan Xu
2020	—	`conf`	A Slimmer and Deeper Approach to Network Structures for Image Denoising and Dehazing. IDEAL (1) Boyan Xu, Hujun Yin
2020	A	`conf`	Meta Multi-Task Learning for Speech Emotion Recognition. INTERSPEECH Ruichu Cai, Kaibin Guo, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang
2020	J	`jnl`	Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition. CoRR Zhifeng Hao, Di Lv, Zijian Li, Ruichu Cai, Wen Wen, Boyan Xu
2020	A*	`conf`	TAG : Type Auxiliary Guiding for Code Comment Generation. ACL Ruichu Cai, Zhihao Liang, Boyan Xu, Zijian Li, Yuexing Hao, Yao Chen
2020	J	`jnl`	TAG : Type Auxiliary Guiding for Code Comment Generation. CoRR Ruichu Cai, Zhihao Liang, Boyan Xu, Zijian Li, Yuexing Hao, Yao Chen
2019	J	`jnl`	Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems. CoRR Zijian Li, Ruichu Cai, Kok-Soon Chai, Hong Wei Ng, Hoang Dung Vu, Marianne Winslett, Tom Z. J. Fu, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang
2019	J	`jnl`	Disentanglement Challenge: From Regularization to Reconstruction. CoRR Jie Qiao, Zijian Li, Boyan Xu, Ruichu Cai, Kun Zhang
2019	J	`jnl`	NADAQ: Natural Language Database Querying Based on Deep Learning. IEEE Access Boyan Xu, Ruichu Cai, Zhenjie Zhang, Xiaoyan Yang, Zhifeng Hao, Zijian Li, Zhihao Liang
2019	J	`jnl`	Twisty Takens: a geometric characterization of good observations on dense trajectories. J. Appl. Comput. Topol. Boyan Xu, Christopher J. Tralie, Alice Antia, Michael Lin, Jose A. Perea
2018	A*	`conf`	An Encoder-Decoder Framework Translating Natural Language to Database Queries. IJCAI Ruichu Cai, Boyan Xu, Zhenjie Zhang, Xiaoyan Yang, Zijian Li, Zhihao Liang
2018	J	`jnl`	Data Driven Chiller Plant Energy Optimization with Domain Knowledge. CoRR Hoang Dung Vu, Kok-Soon Chai, Bryan D. Keating, Nurislam Tursynbek, Boyan Xu, Kaige Yang, Xiaoyan Yang, Zhenjie Zhang
2018	J	`jnl`	Twisty Takens: A Geometric Characterization of Good Observations on Dense Trajectories. CoRR Boyan Xu, Christopher J. Tralie, Alice Antia, Michael Lin, Jose A. Perea
2017	J	`jnl`	An Encoder-Decoder Framework Translating Natural Language to Database Queries. CoRR Ruichu Cai, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang, Zijian Li
2017	A	`conf`	Data Driven Chiller Plant Energy Optimization with Domain Knowledge. CIKM Hoang Dung Vu, Kok-Soon Chai, Bryan D. Keating, Nurislam Tursynbek, Boyan Xu, Kaige Yang, Xiaoyan Yang, Zhenjie Zhang