Zenan Xu

According to our database, Zenan Xu authored at least 35 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models.

Ziliang Zhao, Zenan Xu, Shuting Wang, Hongjin Qian, Yan Lei, Minda Hu, Zhao Wang, Shihan Dou, Zhicheng Dou, Pluto Zhou

CoRR, May, 2026

Enhancing neural radiance fields with geometry-aware transformers and depth fusion.

Mingqiang Xu, Zhengyao Bai, Chenghao Cao, Zenan Xu, Han Ma, Tao Lin, Qiqin Huang

Multim. Syst., April, 2026

CL-bench Life: Can Language Models Learn from Real-Life Context?

Shihan Dou, Yujiong Shen, Chenhao Huang, Junjie Ye, Jiayi Chen, Junzhe Wang, Qianyu He, Shichun Liu, Changze Lv, Jiahang Lin, Jiazheng Zhang, Ming Zhang, Shaofan Liu, Tao Ji, Zhangyue Yin, Cheng Zhang, Huaibing Xie, Jianglu Hu, Jingcheng Deng, Lincheng Li, Minda Hu, Shaolei Wang, Syrus Zhao, Weichao Wang, Yan Lei, Yang Liu, Yanling Xiao, Yiting Liu, Zenan Xu, Zhen Guo, Ziliang Zhao, Pluto Zhou, Tao Gui, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Di Wang, Shunyu Yao

CoRR, April, 2026

The Art of Efficient Reasoning: Data, Reward, and Optimization.

Taiqiang Wu, Zenan Xu, Bo Zhou, Ngai Wong

CoRR, February, 2026

Search-R2: Enhancing Search-Integrated Reasoning via Actor-Refiner Collaboration.

Bowei He, Minda Hu, Zenan Xu, Hongru Wang, Licheng Zong, Yankai Chen, Chen Ma, Xue Liu, Pluto Zhou, Irwin King

CoRR, February, 2026

CL-bench: A Benchmark for Context Learning.

Shihan Dou, Ming Zhang, Zhangyue Yin, Chenhao Huang, Yujiong Shen, Junzhe Wang, Jiayi Chen, Yuchen Ni, Junjie Ye, Cheng Zhang, Huaibing Xie, Jianglu Hu, Shaolei Wang, Weichao Wang, Yanling Xiao, Yiting Liu, Zenan Xu, Zhen Guo, Pluto Zhou, Tao Gui, Zuxuan Wu, Xipeng Qiu, Qi Zhang, Xuanjing Huang, Yu-Gang Jiang, Di Wang, Shunyu Yao

CoRR, February, 2026

Discovery and Reinforcement of Tool-Integrated Reasoning Chains via Rollout Trees.

Kun Li, Zenan Xu, Junan Li, Zengrui Jin, Jinghao Deng, Zexuan Qiu, Bo Zhou

CoRR, January, 2026

Segmental Advantage Estimation: Enhancing PPO for Long-Context LLM Training.

Xue Gong, Qi Yi, Ziyuan Nan, Guanhua Huang, Kejiao Li, Yuhao Jiang, Ruibin Xiong, Zenan Xu, Jiaming Guo, Shaohui Peng, Bo Zhou

CoRR, January, 2026

ConMax: Confidence-Maximizing Compression for Efficient Chain-of-Thought Reasoning.

Minda Hu, Zexuan Qiu, Zenan Xu, Kun Li, Bo Zhou, Irwin King

CoRR, January, 2026

2025

Timber: Training-free Instruct Model Refining with Base via Effective Rank.

Taiqiang Wu, Runming Yang, Tao Liu, Jiahao Wang, Zenan Xu, Ngai Wong

CoRR, September, 2025

Reinforcement Learning on Pre-Training Data.

Siheng Li, Kejiao Li, Zenan Xu, Guanhua Huang, Evander Yang, Kun Li, Haoyuan Wu, Jiajia Wu, Zihao Zheng, Chenchen Zhang, Kun Shi, Kyrierl Deng, Qi Yi, Ruibin Xiong, Tingqiang Xu, Yuhao Jiang, Jianfeng Yan, Yuyuan Zeng, Guanghui Xu, Jinbao Xue, Zhijiang Xu, Zheng Fang, Shuai Li, Qibin Liu, Xiaoxue Li, Zhuoyu Li, Yangyu Tao, Fei Gao, Cheng Jiang, Bo Chao Wang, Kai Liu, Jianchen Zhu, Wai Lam, Wayyt Wang, Bo Zhou, Di Wang

CoRR, September, 2025

Adaptive Termination for Multi-round Parallel Reasoning: An Universal Semantic Entropy-Guided Framework.

Zenan Xu, Zexuan Qiu, Guanhua Huang, Kun Li, Siheng Li, Chenchen Zhang, Kejiao Li, Qi Yi, Yuhao Jiang, Bo Zhou, Fengzong Lian, Zhanhui Kang

CoRR, July, 2025

ArtifactsBench: Bridging the Visual-Interactive Gap in LLM Code Generation Evaluation.

Chenchen Zhang, Yuhang Li, Can Xu, Jiaheng Liu, Ao Liu, Shihui Hu, Dengpeng Wu, Guanhua Huang, Kejiao Li, Qi Yi, Ruibin Xiong, Haotian Zhu, Yuanxing Zhang, Yuhao Jiang, Yue Zhang, Zenan Xu, Bohui Zhai, Guoxiang He, Hebin Li, Jie Zhao, Le Zhang, Lingyun Tan, Pengyu Guo, Xianshu Pang, Yang Ruan, Zhifeng Zhang, Zhonghu Wang, Ziyan Xu, Zuopu Yin, Wiggin Zhou, Chayse Zhou, Fengzong Lian

CoRR, July, 2025

InceptionWTMNet: A hybrid network for Alzheimer's Disease detection using wavelet transform convolution and Mixed Local Channel Attention on finely fused multimodal images.

Zenan Xu, Zhengyao Bai, Han Ma, Mingqiang Xu, Qiqin Huang, Tao Lin

Image Vis. Comput., 2025

DRMip-Gaussian: Unaliasing Sparse-View 3D Gaussian Splatting with Depth Regularization.

Tao Lin, Zhengyao Bai, Mingqiang Xu, Han Ma, Zenan Xu, Qiqin Huang

Proceedings of the 2025 7th International Conference on Video, Signal and Image Processing, 2025

2024

GraphLoRA: Empowering LLMs Fine-Tuning via Graph Collaboration of MoE.

Ting Bai, Yue Yu, Le Huang, Zenan Xu, Zhe Zhao, Chuan Shi

CoRR, 2024

RMCBench: Benchmarking Large Language Models' Resistance to Malicious Code.

Jiachi Chen, Qingyuan Zhong, Yanlin Wang, Kaiwen Ning, Yongkun Liu, Zenan Xu, Zhe Zhao, Ting Chen, Zibin Zheng

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

2023

Channel Activity Remote Sensing Retrieval Model: A Case Study of the Lower Yellow River.

Taixia Wu, Zenan Xu, Ran Chen, Shudong Wang, Tao Li

Remote. Sens., July, 2023

Learning Summary-Worthy Visual Representation for Abstractive Summarization in Video.

Zenan Xu, Xiaojun Meng, Yasheng Wang, Qinliang Su, Zexuan Qiu, Xin Jiang, Qun Liu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Cross-Modal-Aware Representation Learning with Syntactic Hypergraph Convolutional Network for VideoQA.

Zenan Xu, Wanjun Zhong, Qinliang Su, Fuwei Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Multimodal Aspect-Based Sentiment Classification with Knowledge-Injected Transformer.

Zenan Xu, Qinliang Su, Junxi Xiao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Learning Semantic-Rich Relation-Selective Entity Representation for Knowledge Graph Completion.

Zenan Xu, Zexuan Qiu, Qinliang Su

Proceedings of the Database Systems for Advanced Applications, 2023

A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension.

Zenan Xu, Linjun Shou, Jian Pei, Ming Gong, Qinliang Su, Xiaojun Quan, Daxin Jiang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Modeling Semantic Composition with Syntactic Hypergraph for Video Question Answering.

Zenan Xu, Wanjun Zhong, Qinliang Su, Zijing Ou, Fuwei Zhang

CoRR, 2022

Analytical Reasoning of Text.

Wanjun Zhong, Siyuan Wang, Duyu Tang, Zenan Xu, Daya Guo, Yining Chen, Jiahai Wang, Jian Yin, Ming Zhou, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

2021

AR-LSAT: Investigating Analytical Reasoning of Text.

Wanjun Zhong, Siyuan Wang, Duyu Tang, Zenan Xu, Daya Guo, Jiahai Wang, Jian Yin, Ming Zhou, Nan Duan

CoRR, 2021

Network Embedding with Topology-Aware Textual Representations.

Jiaxing Chen, Zenan Xu, Qinliang Su

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Syntax-Enhanced Pre-trained Model.

Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong, Wanjun Zhong, Xiaojun Quan, Daxin Jiang, Nan Duan

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Neural Deepfake Detection with Factual Structure of Text.

Wanjun Zhong, Duyu Tang, Zenan Xu, Ruize Wang, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Embedding Dynamic Attributed Networks by Modeling the Evolution Processes.

Zenan Xu, Zijing Ou, Qinliang Su, Jianxing Yu, Xiaojun Quan, Zhenkun Lin

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Reasoning Over Semantic-Level Graph for Fact Checking.

Wanjun Zhong, Jingjing Xu, Duyu Tang, Zenan Xu, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

A Deep Neural Information Fusion Architecture for Textual Network Embeddings.

Zenan Xu, Qinliang Su, Xiaojun Quan, Weijia Zhang

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Sentiment Classification via Supplementary Information Modeling.

Zenan Xu, Yetao Fu, Xingming Chen, Yanghui Rao, Haoran Xie, Fu Lee Wang, Yang Peng

Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017

Co-saliency Detection Based on Superpixel Clustering.

Guiqian Zhu, Yi Ji, Xianjin Jiang, Zenan Xu, Chunping Liu

Proceedings of the Knowledge Science, Engineering and Management, 2017

Sentiment classification of short text using sentimental context.

Wenjie Zheng, Zenan Xu, Yanghui Rao, Haoran Xie, Fu Lee Wang, Reggie Kwan

Proceedings of the 2017 International Conference on Behavioral, 2017