Ning Liao

48 papers A* 2A 1B 2C 3Misc 1Journal 31Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
AutoAgent: Evolving Cognition and Elastic Memory Orchestration for Adaptive Agents.
CoRR
Xiaoxing Wang, Ning Liao, Shikun Wei, Chen Tang, Feiyu Xiong
2026 J jnl
CrossEarth-SAR: A SAR-Centric and Billion-Scale Geospatial Foundation Model for Domain Generalizable Semantic Segmentation.
CoRR
Ziqi Ye, Ziyang Gong, Ning Liao, Xiaoxing Hu, Di Wang, Hongruixuan Chen, Chen Huang, Yiguo He, Yuru Jia, Xiaoxing Wang, Haipeng Wang, Xue Yang, Junchi Yan
2026 J jnl
DreamWorld: Unified World Modeling in Video Generation.
CoRR
Boming Tan, Xiangdong Zhang, Ning Liao, Yuqing Zhang, Shaofeng Zhang, Xue Yang, Qi Fan, Yanyong Zhang
2026 J jnl
EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation.
CoRR
Yan Li, Ning Liao, Xiangyu Zhao, Shaofeng Zhang, Xiaoxing Wang, Yifan Yang, Junchi Yan, Xue Yang
2026 J jnl
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation.
Int. J. Comput. Vis.
Yan Li, Weiwei Guo, Xue Yang, Ning Liao, Shaofeng Zhang, Yi Yu, Wenxian Yu, Junchi Yan
2026 J jnl
FineRMoE: Dimension Expansion for Finer-Grained Expert with Its Upcycling Approach.
CoRR
Ning Liao, Xiaoxing Wang, Xiaohan Qin, Junchi Yan
2026 J jnl
GRADE: Benchmarking Discipline-Informed Reasoning in Image Editing.
CoRR
Mingxin Liu, Ziqian Fan, Zhaokai Wang, Leyao Gu, Zirun Zhu, Yiguo He, Yuchen Yang, Changyao Tian, Xiangyu Zhao, Ning Liao, Shaofeng Zhang, Qibing Ren, Zhihang Zhong, Xuanhe Zhou, Junchi Yan, Xue Yang
2026 J jnl
HELP: HyperNode Expansion and Logical Path-Guided Evidence Localization for Accurate and Efficient GraphRAG.
CoRR
Yuqi Huang, Ning Liao, Kai Yang, Anning Hu, Shengchao Hu, Xiaoxing Wang, Junchi Yan
2026 J jnl
Innovator-VL: A Multimodal Large Language Model for Scientific Discovery.
CoRR
Zichen Wen, Boxue Yang, Shuang Chen, Yaojie Zhang, Yuhang Han, Junlong Ke, Cong Wang, Yicheng Fu, Jiawang Zhao, Jiangchao Yao, Xi Fang, Zhen Wang, Henxing Cai, Lin Yao, Zhifeng Gao, Yanhui Hong, Nang Yuan, Yixuan Li, Guojiang Zhao, Haoyi Tao, Nan Wang, Han Lyu, Guolin Ke, Ning Liao, Xiaoxing Wang, Kai Chen, Zhiyu Li, Feiyu Xiong, Sihan Hu, Kun Chen, Yanfeng Wang, Weinan E
2025 J jnl
CircuitSeer: Mining High-Quality Data by Probing Mathematical Reasoning Circuits in LLMs.
CoRR
Shaobo Wang, Yongliang Miao, Yuancheng Liu, Qianli Ma, Ning Liao, Linfeng Zhang
2025 J jnl
GRAPHMOE: Amplifying Cognitive Depth of Mixture-of-Experts Network via Introducing Self-Rethinking Mechanism.
CoRR
Chen Tang, Bo Lv, Zifan Zheng, Bohao Yang, Kun Zhao, Ning Liao, Xiaoxing Wang, Feiyu Xiong, Zhiyu Li, Nayu Liu, Jingchi Jiang
2025 J jnl
Innovator: Scientific Continued Pretraining with Fine-grained MoE Upcycling.
CoRR
Ning Liao, Xiaoxing Wang, Zehao Lin, Weiyang Guo, Feng Hong, Shixiang Song, Geng Yu, Zihua Zhao, Sitao Xie, Longxuan Wei, Xiangqi Jin, Xiaohan Qin, Jiale Ma, Kai Chen, Jiangchao Yao, Zhouhan Lin, Junchi Yan, Zhiyu Li, Feiyu Xiong, Yanfeng Wang, Linfeng Zhang
2025 J jnl
Learning Adaptive and Temporally Causal Video Tokenization in a 1D Latent Space.
CoRR
Yan Li, Changyao Tian, Renqiu Xia, Ning Liao, Weiwei Guo, Junchi Yan, Hongsheng Li, Jifeng Dai, Hao Li, Xue Yang
2025 J jnl
M-Tuning: Prompt Tuning With Mitigated Label Bias in Open-Set Scenarios.
IEEE Trans. Circuits Syst. Video Technol.
Ning Liao, Xiaopeng Zhang, Min Cao, Junchi Yan
2025 A* conf
MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios.
AAAI
Jiacheng Ruan, Wenzhen Yuan, Zehao Lin, Ning Liao, Zhiyu Li, Feiyu Xiong, Ting Liu, Yuzhuo Fu
2025 J jnl
NTKMTL: Mitigating Task Imbalance in Multi-Task Learning from Neural Tangent Kernel Perspective.
CoRR
Xiaohan Qin, Xiaoxing Wang, Ning Liao, Junchi Yan
2025 J jnl
Partial Weakly-Supervised Oriented Object Detection.
CoRR
Mingxin Liu, Peiyuan Zhang, Yuan Liu, Wei Zhang, Yue Zhou, Ning Liao, Ziyang Gong, Junwei Luo, Zhirui Wang, Yi Yu, Xue Yang
2025 J jnl
Repulsor: Accelerating Generative Modeling with a Contrastive Memory Bank.
CoRR
Shaofeng Zhang, Xuanqi Chen, Ning Liao, Haoxiang Zhao, Xiaoxing Wang, Haoru Tan, Sitong Wu, Xiaosong Jia, Qi Fan, Junchi Yan
2025 J jnl
Rethinking visual prompt learning as masked visual token modeling.
Artif. Intell.
Ning Liao, Bowen Shi, Xiaopeng Zhang, Min Cao, Junchi Yan, Qi Tian
2025 J jnl
Xinyu AI Search: Enhanced Relevance and Comprehensive Results with Rich Answer Presentations.
CoRR
Bo Tang, Junyi Zhu, Chenyang Xi, Yunhang Ge, Jiahao Wu, Yuchen Feng, Yijun Niu, Wenqiang Wei, Yu Yu, Chunyu Li, Zehao Lin, Hao Wu, Ning Liao, Yebin Yang, Jiajia Wang, Zhiyu Li, Feiyu Xiong, Jingrun Chen
2025 J jnl
ssToken: Self-modulated and Semantic-aware Token Selection for LLM Fine-tuning.
CoRR
Xiaohan Qin, Xiaoxing Wang, Ning Liao, Cancheng Zhang, Zhaoxiang Zhang, Mingquan Feng, Jingzhi Wang, Junchi Yan
2024 J jnl
A Soft Sensor with Light and Efficient Multi-scale Feature Method for Multiple Sampling Rates in Industrial Processing.
Mach. Intell. Res.
Dezheng Wang, Yinglong Wang, Fan Yang, Liyang Xu, Yinong Zhang, Yiran Chen, Ning Liao
2024 J jnl
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation.
CoRR
Yan Li, Weiwei Guo, Xue Yang, Ning Liao, Shaofeng Zhang, Yi Yu, Wenxian Yu, Junchi Yan
2024 J jnl
MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios.
CoRR
Jiacheng Ruan, Wenzhen Yuan, Zehao Lin, Ning Liao, Zhiyu Li, Feiyu Xiong, Ting Liu, Yuzhuo Fu
2024 — conf
Recognition of Skin Cancer from Dermoscopic Images via DNN.
GAIIS
Liyang Xu, Yiran Chen, Yinglong Wang, Ning Liao, Jiacheng He, Dezheng Wang
2024 — conf
Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning.
ECCV (86)
Yan Li, Weiwei Guo, Xue Yang, Ning Liao, Dunyun He, Jiaqi Zhou, Wenxian Yu
2023 J jnl
R-Tuning: Regularized Prompt Tuning in Open-Set Scenarios.
CoRR
Ning Liao, Xiaopeng Zhang, Min Cao, Qi Tian, Junchi Yan
2023 J jnl
REVO-LION: Evaluating and Refining Vision-Language Instruction Tuning Datasets.
CoRR
Ning Liao, Shaofeng Zhang, Renqiu Xia, Bo Zhang, Min Cao, Yu Qiao, Junchi Yan
2023 J jnl
Rethinking Visual Prompt Learning as Masked Visual Token Modeling.
CoRR
Ning Liao, Bowen Shi, Min Cao, Xiaopeng Zhang, Qi Tian, Junchi Yan
2023 J jnl
StructChart: Perception, Structuring, Reasoning for Visual Chart Understanding.
CoRR
Renqiu Xia, Bo Zhang, Haoyang Peng, Ning Liao, Peng Ye, Botian Shi, Junchi Yan, Yu Qiao
2022 A* conf
CoHOZ: Contrastive Multimodal Prompt Tuning for Hierarchical Open-set Zero-shot Recognition.
ACM Multimedia
Ning Liao, Yifeng Liu, Xiaobo Li, Chenyi Lei, Guoxin Wang, Xian-Sheng Hua, Junchi Yan
2021 J jnl
Analyzing the Separability of SAR Classification Dataset in Open Set Conditions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ning Liao, Mihai Datcu, Zenghui Zhang, Weiwei Guo, Juanping Zhao, Wenxian Yu
2021 C conf
Can We Evaluate the Distinguishability of the Opensarurban Dataset?
IGARSS
Ning Liao, Mihai Datcu, Zenghui Zhang, Weiwei Guo, Wenxian Yu
2018 — conf
Study on User Experience of Panoramic Images on Different Immersive Devices.
PCM (2)
Shilin Wu, Zhibo Chen, Ning Liao, Xiaoming Chen
2017 J jnl
Full Reference Quality Assessment for Image Retargeting Based on Natural Scene Statistics Modeling and Bi-Directional Saliency Similarity.
IEEE Trans. Image Process.
Zhibo Chen, Jianxin Lin, Ning Liao, Chang Wen Chen
2016 B conf
3D-HEVC visual quality assessment: Database and bitstream model.
QoMEX
Wei Zhou, Ning Liao, Zhibo Chen, Weiping Li
2016 C conf
Full-reference quality assessment for stereoscopic images based on binocular vision model.
VCIP
Chaoyi Lin, Zhibo Chen, Ning Liao
2016 J jnl
Hybrid Distortion Ranking Tuned Bitstream-Layer Video Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol.
Zhibo Chen, Ning Liao, Xiaodong Gu, Feng Wu, Guangming Shi
2016 Misc conf
Saliency & structure preserving multi-operator image retargeting.
ICASSP
Lingling Zhu, Zhibo Chen, Xiaoming Chen, Ning Liao
2013 — conf
No-reference IPTV video quality modeling based on contextual visual distortion estimation.
APSIPA
Ning Liao, Zhibo Chen
2011 J jnl
A packet-layer video quality assessment model with spatiotemporal complexity estimation.
EURASIP J. Image Video Process.
Ning Liao, Zhibo Chen
2010 C conf
A packet-layer video quality assessment model based on spatiotemporal complexity estimation.
VCIP
Ning Liao, Zhibo Chen
2009 B conf
A scalable feedback suppression mechanism for multicast service in wireless TDMA network.
WCNC
Jianfeng Chen, Ning Liao, Xiaojun Ma
2009 — conf
Link Adaptation for Video Multicasting in Mobile WiMAX Network.
CCNC
Jianfeng Chen, Ning Liao, Yuntao Shi, Jun Li
2009 — conf
Optimized Multicast Service Management in a Mobile WiMAX TV System.
CCNC
Ning Liao, Yuntao Shi, Jianfeng Chen, Jun Li
2006 A conf
The DeltaGrid Abstract Execution Model: Service Composition and Process Interference Handling.
ER
Yang Xiao, Susan Darling Urban, Ning Liao
2004 — conf
A software reliability model for web services.
IASTED Conf. on Software Engineering and Applications
Wei-Tek Tsai, Dawei Zhang, Yinong Chen, Hai Huang, Raymond A. Paul, Ning Liao
2004 — conf
Cooperative and Group Testing in Verification of Dynamic Composite Web Services.
COMPSAC Workshops
Wei-Tek Tsai, Yinong Chen, Raymond A. Paul, Ning Liao, Hai Huang