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2020 – today
- 2026
[i18]Zikai Xiao, Jianhong Tu, Chuhang Zou, Yuxin Zuo, Zhi Li, Peng Wang, Bowen Yu, Fei Huang, Junyang Lin, Zuozhu Liu:
WebWorld: A Large-Scale World Model for Web Agent Training. CoRR abs/2602.14721 (2026)- [i17]Siyuan Ma, Bo Gao, Zikai Xiao, Hailong Wang, Xinlei Yu, Rui Qian, Jiayu Qian, Luqi Gong, Yang Liu:
CoT2-Meta: Budgeted Metacognitive Control for Test-Time Reasoning. CoRR abs/2603.28135 (2026) - [i16]Sicheng Lu, Zikai Xiao, Jianhui Wei, Danyu Sun, Qi Lu, Keli Hu, Yang Feng, Jian Wu, Zongxin Yang, Zuozhu Liu:
Scaling Video Pretraining for Surgical Foundation Models. CoRR abs/2603.29966 (2026) - [i15]Wen Ma, Jiaxiang Liu, Zikai Xiao, Ziyang Wang, Feng Yang, Zuozhu Liu:
HICT: High-precision 3D CBCT reconstruction from a single X-ray. CoRR abs/2604.00792 (2026) - [i14]Mingda Zhang, Tiesunlong Shen, Haoran Luo, Wenjin Liu, Zikai Xiao, Erik Cambria, Xiaoying Tang:
SkillFlow: Flow-Driven Recursive Skill Evolution for Agentic Orchestration. CoRR abs/2605.14089 (2026) - [i13]Wen Ma, Fucheng Niu, Zhiting Fan, Zikai Xiao, Jiaxiang Liu, Zuozhu Liu:
Med-R2: An Adversarial Benchmark for Evidence-Grounded Reasoning in Medical VLMs. CoRR abs/2605.24492 (2026) - [i12]Yuxin Zuo, Zikai Xiao, Li Sheng, Fei Huang, Jianhong Tu, Yuxuan Liu, Tianyi Tang, Xiaomeng Hu, Yang Su, Qingfeng Lan, Yantao Liu, Qin Zhu, Yinger Zhang, Bowen Yu, Haiquan Zhao, Haiyang Xu, Jianxin Yang, Jiayang Cheng, Junyang Wang, Lianghao Deng, Mingfeng Xue, Tianyi Bai, Yang Fan, Yubo Ma, Yucheng Li, Zeyu Cui, Zhihai Wang, Zhihui Xie, Zhuorui Ye, An Yang, Dayiheng Liu, Jingren Zhou, Ning Ding:
Qwen-AgentWorld: Language World Models for General Agents. CoRR abs/2606.24597 (2026) - [i11]Mingqiao Mo, Yangchen Zeng, Zikai Xiao, Xin Xiao, Wenhua Nie, Zhaolu Kang, Guangyuan Dong, Kai Shu, Hao Zhang, Xiaodong Fan:
Dependency-Guided Code Generation: Structured Matrix Decomposition and Consistency-Guided Refinement. CoRR abs/2607.16692 (2026) - [i10]Tianyu Wang, Yuxuan Zhou, Wenbin Wang, Heng Li, Zikai Xiao, Junyuan Shang:
Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes. CoRR abs/2607.26627 (2026) - 2025
- [j1]Minghao Mo, Weihai Lu
, Qixiao Xie, Zikai Xiao, Xiang Lv, Hong Yang, Yanchun Zhang:
One multimodal plugin enhancing all: CLIP-based pre-training framework enhancing multimodal item representations in recommendation systems. Neurocomputing 637: 130059 (2025) - [c9]Zikai Xiao, Ziyang Wang, Wen Ma, Yan Zhang, Wei Shen, WangYan WangYan, Luqi Gong, Zuozhu Liu:
Mitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding. ACL (2) 2025: 724-733 - [c8]Zikai Xiao, Fei Huang, Jianhong Tu, Jianhui Wei, Wen Ma, Yuxuan Zhou, Jian Wu, Bowen Yu, Zuozhu Liu, Junyang Lin:
LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability. EMNLP (Findings) 2025: 10386-10417 - [i9]Jianhui Wei, Zikai Xiao, Danyu Sun, Luqi Gong, Zongxin Yang, Zuozhu Liu, Jian Wu:
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis. CoRR abs/2506.07603 (2025) - [i8]Zikai Xiao, Ziyang Wang, Wen Ma, Yan Zhang, Wei Shen, Yan Wang, Luqi Gong, Zuozhu Liu:
Mitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding. CoRR abs/2506.08371 (2025) - [i7]Jianhui Wei, Zijie Meng, Zikai Xiao, Tianxiang Hu, Yang Feng, Zhijie Zhou, Jian Wu, Zuozhu Liu:
MedEthicsQA: A Comprehensive Question Answering Benchmark for Medical Ethics Evaluation of LLMs. CoRR abs/2506.22808 (2025) - [i6]Xingyue Huang, Rishabh, Gregor Franke, Ziyi Yang, Jiamu Bai, Weijie Bai, Jinhe Bi, Zifeng Ding, Yiqun Duan, Chengyu Fan, Wendong Fan, Xin Gao, Ruohao Guo, Yuan He, Zhuangzhuang He, Xianglong Hu, Neil Johnson, Bowen Li, Fangru Lin, Siyu Lin, Tong Liu, Yunpu Ma, Hao Shen, Hao Sun, Beibei Wang, Fangyijie Wang, Hao Wang, Haoran Wang, Yang Wang, Yifeng Wang, Zhaowei Wang, Ziyang Wang, Yifan Wu, Zikai Xiao, Chengxing Xie, Fan Yang, Junxiao Yang, Qianshuo Ye, Ziyu Ye, Guangtao Zeng, Yuwen Ebony Zhang, Zeyu Zhang, Zihao Zhu, Bernard Ghanem, Philip Torr, Guohao Li:
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers. CoRR abs/2509.03059 (2025) - [i5]Zikai Xiao, Fei Huang, Jianhong Tu, Jianhui Wei, Wen Ma, Yuxuan Zhou, Jian Wu, Bowen Yu, Zuozhu Liu, Junyang Lin:
LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability. CoRR abs/2510.24345 (2025) - 2024
- [c7]Zikai Xiao, Yifu Zeng, Minghao Mo, Xiang Lv, Yanchun Zhang:
Deep Learning-Enabled Electronic Health Records for Accurate Diagnosis of Cardiovascular Diseases: A Retrospective, Prospective, Diagnostic Study. HIS 2024: 93-104 - [c6]Xiang Lv, Yifu Zeng, Minghao Mo, Zikai Xiao, Yanchun Zhang:
TG.Net : A Deep Learning Model Combining Attention Mechanism for Effective Prediction of Multi Stages of Chronic Kidney Disease. HIS 2024: 128-139 - [c5]Zikai Xiao, Zihan Chen, Liyinglan Liu, Yang Feng, Joey Tianyi Zhou, Jian Wu, Wanlu Liu, Howard Hao Yang, Zuozhu Liu:
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data. ICLR 2024 - [c4]Wen Ma, Huikai Wu, Zikai Xiao, Yang Feng, Jian Wu, Zuozhu Liu:
PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-Ray. MICCAI (3) 2024: 411-421 - [c3]Minghao Mo, Weihai Lu, Qixiao Xie, Xiang Lv, Zikai Xiao, Hong Yang, Yanchun Zhang:
MIN: Multi-stage Interactive Network for Multimodal Recommendation. WISE (3) 2024: 191-205 - [i4]Zikai Xiao, Zihan Chen, Liyinglan Liu, Yang Feng, Jian Wu, Wanlu Liu, Joey Tianyi Zhou, Howard Hao Yang, Zuozhu Liu:
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data. CoRR abs/2401.08977 (2024) - [i3]Ruizhe Chen, Yichen Li, Zikai Xiao, Zuozhu Liu:
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing. CoRR abs/2405.09341 (2024) - [i2]Wen Ma, Huikai Wu, Zikai Xiao, Yang Feng, Jian Wu, Zuozhu Liu:
PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-ray. CoRR abs/2411.03725 (2024) - 2023
- [c2]Jinyuan Luo, Zikai Xiao, Wen Shi, Linhai Xie, Hong Yang, Xiaoxia Yin, Yanchun Zhang:
CVaDeS: A Conditional Variational Deep Survival Model for Survival Analysis. ICDM 2023: 458-467 - [c1]Zikai Xiao, Zihan Chen, Songshang Liu, Hualiang Wang, Yang Feng, Jin Hao, Joey Tianyi Zhou, Jian Wu, Howard H. Yang, Zuozhu Liu:
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer. NeurIPS 2023 - [i1]Zikai Xiao, Zihan Chen, Songshang Liu, Hualiang Wang, Yang Feng, Jin Hao, Joey Tianyi Zhou, Jian Wu, Howard Hao Yang, Zuozhu Liu:
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer. CoRR abs/2310.07587 (2023)
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