Nayu Liu

34 papers A* 9C 1Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
ES-Mem: Event Segmentation-Based Memory for Long-Term Dialogue Agents.
CoRR
Huhai Zou, Tianhao Sun, Chuanjiang He, Yu Tian, Zhenyang Li, Li Jin, Nayu Liu, Jiang Zhong, Kaiwen Wei
2026 J jnl
FocalOrder: Focal Preference Optimization for Reading Order Detection.
CoRR
Fuyuan Liu, Dianyu Yu, He Ren, Nayu Liu, Xiaomian Kang, Delai Qiu, Fa Zhang, Genpeng Zhen, Shengping Liu, Jiaen Liang, Wei Huang, Yining Wang, Junnan Zhu
2026 J jnl
HISR: Hindsight Information Modulated Segmental Process Rewards For Multi-turn Agentic Reinforcement Learning.
CoRR
Zhicong Lu, Zichuan Lin, Wei Jia, Changyuan Tian, Deheng Ye, Peiguang Li, Li Jin, Nayu Liu, Guangluan Xu, Wei Feng
2026 A* conf
HyCoRA: Hyper-Contrastive Role-Adaptive Learning for Role-Playing.
AAAI
Shihao Yang, Zhicong Lu, Yong Yang, Bo Lv, Yang Shen, Nayu Liu
2026 J jnl
MIRE: A medical information enhanced framework for long-tail medical dialogue synthesis.
Expert Syst. Appl.
Bo Lv, Chen Tang, Nayu Liu, Guoxin Yu, Xin Liu, Riyan Zhang, Yue Yu
2026 J jnl
PARL: Position-Aware Relation Learning Network for Document Layout Analysis.
CoRR
Fuyuan Liu, Dianyu Yu, He Ren, Nayu Liu, Xiaomian Kang, Delai Qiu, Fa Zhang, Genpeng Zhen, Shengping Liu, Jiaen Liang, Wei Huang, Yining Wang, Junnan Zhu
2026 A* conf
Rectify Evaluation Preference: Improving LLMs' Critique on Math Reasoning via Perplexity-aware Reinforcement Learning.
AAAI
Changyuan Tian, Zhicong Lu, Shuang Qian, Nayu Liu, Peiguang Li, Li Jin, Leiyi Hu, Zhizhao Zeng, Sirui Wang, Ke Zeng, Guozhi Cas
2026 A* conf
UMNet: Uncertainty-guided Memory Network for Hyperspectral Pansharpening.
AAAI
Xiaozheng Wang, Yong Yang, Shuying Huang, Nayu Liu, Ziyang Liu
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
HyCoRA: Hyper-Contrastive Role-Adaptive Learning for Role-Playing.
CoRR
Shihao Yang, Zhicong Lu, Yong Yang, Bo Lv, Yang Shen, Nayu Liu
2025 — conf
Language Constrained Multimodal Hyper Adapter For Many-to-Many Multimodal Summarization.
ACL (1)
Nayu Liu, Fanglong Yao, Haoran Luo, Yong Yang, Chen Tang, Bo Lv
2025 J jnl
Rectify Evaluation Preference: Improving LLMs' Critique on Math Reasoning via Perplexity-aware Reinforcement Learning.
CoRR
Changyuan Tian, Zhicong Lu, Shuang Qian, Nayu Liu, Peiguang Li, Li Jin, Leiyi Hu, Zhizhao Zeng, Sirui Wang, Ke Zeng, Zhi Guo
2025 — conf
SARA: Salience-Aware Reinforced Adaptive Decoding for Large Language Models in Abstractive Summarization.
ACL (1)
Nayu Liu, Junnan Zhu, Yiming Ma, Zhicong Lu, Wenlei Xu, Yong Yang, Jiang Zhong, Kaiwen Wei
2025 A* conf
U-MERE: Unconstrained Multimodal Entity and Relation Extraction with Collaborative Modeling and Order-Sensitive Optimization.
ACM Multimedia
Wei Jia, Li Jin, Kaiwen Wei, Yuying Shang, Nayu Liu, Zhicong Lu, Qing Liu, Linhao Zhang, Jiang Zhong, Yanfeng Hu
2025 — conf
Whether LLMs Know If They Know: Identifying Knowledge Boundaries via Debiased Historical In-Context Learning.
ACL (Findings)
Bo Lv, Nayu Liu, Yang Shen, Xin Liu, Ping Luo, Yue Yu
2024 A* conf
CAMEL: Capturing Metaphorical Alignment with Context Disentangling for Multimodal Emotion Recognition.
AAAI
Linhao Zhang, Li Jin, Guangluan Xu, Xiaoyu Li, Cai Xu, Kaiwen Wei, Nayu Liu, Haonan Liu
2024 J jnl
DuaPIN: Auxiliary task enhanced dual path interaction network for civil court view generation.
Knowl. Based Syst.
Nayu Liu, Luyao Ma, Yiquan Wu, Kaiwen Wei, Cunhang Fan, Yating Zhang
2024 J jnl
M2DCapsN: Multimodal, Multichannel, and Dual-Step Capsule Network for Natural Language Moment Localization.
IEEE Trans. Neural Networks Learn. Syst.
Nayu Liu, Xian Sun, Hongfeng Yu, Fanglong Yao, Guangluan Xu, Kun Fu
2024 J jnl
Multimodal Cross-Lingual Summarization for Videos: A Revisit in Knowledge Distillation Induced Triple-Stage Training Method.
IEEE Trans. Pattern Anal. Mach. Intell.
Nayu Liu, Kaiwen Wei, Yong Yang, Jianhua Tao, Xian Sun, Fanglong Yao, Hongfeng Yu, Li Jin, Zhao Lv, Cunhang Fan
2024 A* conf
Video Event Extraction with Multi-View Interaction Knowledge Distillation.
AAAI
Kaiwen Wei, Runyan Du, Li Jin, Jian Liu, Jianhua Yin, Linhao Zhang, Jintao Liu, Nayu Liu, Jingyuan Zhang, Zhi Guo
2023 J jnl
Abstractive Summarization for Video: A Revisit in Multistage Fusion Network With Forget Gate.
IEEE Trans. Multim.
Nayu Liu, Xian Sun, Hongfeng Yu, Fanglong Yao, Guangluan Xu, Kun Fu
2023 — conf
DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction.
ACL (Findings)
Bo Lv, Xin Liu, Shaojie Dai, Nayu Liu, Fan Yang, Ping Luo, Yue Yu
2023 J jnl
GAL: Graph-Induced Adaptive Learning for Weakly Supervised 3D Object Detection.
IEEE Trans. Intell. Transp. Syst.
Dongshuo Yin, Hongfeng Yu, Nayu Liu, Fanglong Yao, Qibin He, Jihao Li, Yiran Yang, Shiyao Yan, Xian Sun
2023 J jnl
Hypergraph-Enhanced Textual-Visual Matching Network for Cross-Modal Remote Sensing Image Retrieval via Dynamic Hypergraph Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fanglong Yao, Xian Sun, Nayu Liu, Changyuan Tian, Liangyu Xu, Leiyi Hu, Chibiao Ding
2023 — conf
Narrative Order Aware Story Generation via Bidirectional Pretraining Model with Optimal Transport Reward.
EMNLP (Findings)
Zhicong Lu, Li Jin, Guangluan Xu, Linmei Hu, Nayu Liu, Xiaoyu Li, Xian Sun, Zequn Zhang, Kaiwen Wei
2023 J jnl
RingMo-Sense: Remote Sensing Foundation Model for Spatiotemporal Prediction via Spatiotemporal Evolution Disentangling.
IEEE Trans. Geosci. Remote. Sens.
Fanglong Yao, Wanxuan Lu, Heming Yang, Liangyu Xu, Chenglong Liu, Leiyi Hu, Hongfeng Yu, Nayu Liu, Chubo Deng, Deke Tang, Changshuo Chen, Jiaqi Yu, Xian Sun, Kun Fu
2023 J jnl
TOT: Topology-Aware Optimal Transport For Multimodal Hate Detection.
CoRR
Linhao Zhang, Li Jin, Xian Sun, Guangluan Xu, Zequn Zhang, Xiaoyu Li, Nayu Liu, Shiyao Yan, Qing Liu
2023 A* conf
TOT：Topology-Aware Optimal Transport for Multimodal Hate Detection.
AAAI
Linhao Zhang, Li Jin, Xian Sun, Guangluan Xu, Zequn Zhang, Xiaoyu Li, Nayu Liu, Qing Liu, Shiyao Yan
2023 J jnl
Text-Image Matching for Cross-Modal Remote Sensing Image Retrieval via Graph Neural Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongfeng Yu, Fanglong Yao, Wanxuan Lu, Nayu Liu, Peiguang Li, Hongjian You, Xian Sun
2022 A* conf
Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos.
EMNLP
Nayu Liu, Kaiwen Wei, Xian Sun, Hongfeng Yu, Fanglong Yao, Li Jin, Zhi Guo, Guangluan Xu
2022 C conf
Cross-Modal Remote Sensing Image Retrieval Via Intra- and Inter-Modal Feature Matching.
IGARSS
Fanglong Yao, Nayu Liu, Peiguang Li, Dongshuo Yin, Chenglong Liu, Xian Sun
2022 A* conf
PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space.
AAAI
Shiyao Yan, Zequn Zhang, Xian Sun, Guangluan Xu, Shuchao Li, Qing Liu, Nayu Liu, Shensi Wang
2021 J jnl
D-MmT: A concise decoder-only multi-modal transformer for abstractive summarization in videos.
Neurocomputing
Nayu Liu, Xian Sun, Hongfeng Yu, Wenkai Zhang, Guangluan Xu
2020 — conf
Multistage Fusion with Forget Gate for Multimodal Summarization in Open-Domain Videos.
EMNLP (1)
Nayu Liu, Xian Sun, Hongfeng Yu, Wenkai Zhang, Guangluan Xu