Mengze Li

53 papers A* 19Journal 28Unranked 6
YearRankTypeTitle / Venue / Authors
2026 A* conf
Active Multi-source Domain Adaptation for Multimodal Fake News Detection.
AAAI
Yanping Chen, Weijie Shi, Mengze Li, Yue Cui, Jiaming Li, Ruiyuan Zhang, Hao Chen, Hanghui Guo, Shimin Di, Ziyi Liu, Jia Zhu, Jiajie Xu
2026 J jnl
Enhancing conflict resolution in language models via abstract argumentation.
Neurocomputing
Zhaoqun Li, Xiaotong Fang, Chen Chen, Mengze Li, Beishui Liao
2026 J jnl
Improving Music Recommendation With Fine-Grained Content-Based Behavior Retrieval.
IEEE Trans. Cybern.
Wenyan Fan, Yan Liu, Shengyu Zhang, Jieming Zhu, Mengze Li, Xufeng Qian, Zhou Zhao, Zhenhua Dong, Ruiming Tang, Fei Wu
2025 J jnl
Adaptation Method for Misinformation Identification.
CoRR
Yangping Chen, Weijie Shi, Mengze Li, Yue Cui, Hao Chen, Jia Zhu, Jiajie Xu
2025 J jnl
Backpropagation-Free Multi-modal On-Device Model Adaptation via Cloud-Device Collaboration.
ACM Trans. Multim. Comput. Commun. Appl.
Wei Ji, Li Li, Zheqi Lv, Wenqiao Zhang, Mengze Li, Zhen Wan, Wenqiang Lei, Roger Zimmermann
2025 A* conf
Consistent and Invariant Generalization Learning for Short-video Misinformation Detection.
ACM Multimedia
Hanghui Guo, Weijie Shi, Mengze Li, Juncheng Li, Hao Chen, Yue Cui, Jiajie Xu, Jia Zhu, Jiawei Shen, Zhangze Chen, Sirui Han
2025 J jnl
Consistent and Invariant Generalization Learning for Short-video Misinformation Detection.
CoRR
Hanghui Guo, Weijie Shi, Mengze Li, Juncheng Li, Hao Chen, Yue Cui, Jiajie Xu, Jia Zhu, Jiawei Shen, Zhangze Chen, Sirui Han
2025 A* conf
EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation.
ICLR
Jiajian Xie, Shengyu Zhang, Mengze Li, Chengfei Lv, Zhou Zhao, Fei Wu
2025 — conf
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents.
ACL (1)
Tao Wu, Jingyuan Chen, Wang Lin, Mengze Li, Yumeng Zhu, Ang Li, Kun Kuang, Fei Wu
2025 J jnl
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents.
CoRR
Tao Wu, Jingyuan Chen, Wang Lin, Mengze Li, Yumeng Zhu, Ang Li, Kun Kuang, Fei Wu
2025 A* conf
ExpTalk: Diverse Emotional Expression via Adaptive Disentanglement and Refined Alignment for Speech-Driven 3D Facial Animation.
IJCAI
Zhan Qu, Shengyu Zhang, Mengze Li, Zhuo Chen, Chengfei Lv, Zhou Zhao, Fei Wu
2025 J jnl
Exploring formal defeasible reasoning of large language models: A Chain-of-Thought approach.
Knowl. Based Syst.
Zhaoqun Li, Chen Chen, Mengze Li, Beishui Liao
2025 A* conf
Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation.
AAAI
Jingqiao Xiu, Mengze Li, Zongxin Yang, Wei Ji, Yifang Yin, Roger Zimmermann
2025 A* conf
Grasp the Key Takeaways from Source Domain for Few Shot Graph Domain Adaptation.
WWW
Xiangwei Lv, Jingyuan Chen, Mengze Li, Yongduo Sui, Zemin Liu, Beishui Liao
2025 A* conf
HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation.
ICML
Tianwei Lin, Wenqiao Zhang, Sijing Li, Yuqian Yuan, Binhe Yu, Haoyuan Li, Wanggui He, Hao Jiang, Mengze Li, Xiaohui Song, Siliang Tang, Jun Xiao, Hui Lin, Yueting Zhuang, Beng Chin Ooi
2025 J jnl
HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation.
CoRR
Tianwei Lin, Wenqiao Zhang, Sijing Li, Yuqian Yuan, Binhe Yu, Haoyuan Li, Wanggui He, Hao Jiang, Mengze Li, Xiaohui Song, Siliang Tang, Jun Xiao, Hui Lin, Yueting Zhuang, Beng Chin Ooi
2025 — conf
LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning.
ACL (1)
Weijie Shi, Han Zhu, Jiaming Ji, Mengze Li, Jipeng Zhang, Ruiyuan Zhang, Jia Zhu, Jiajie Xu, Sirui Han, Yike Guo
2025 J jnl
LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning.
CoRR
Weijie Shi, Han Zhu, Jiaming Ji, Mengze Li, Jipeng Zhang, Ruiyuan Zhang, Jia Zhu, Jiajie Xu, Sirui Han, Yike Guo
2025 — conf
Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph.
ACL (Findings)
Xiangwei Lv, Mengze Li, Jingyuan Chen, Zhiang Dong, Sirui Han, Beishui Liao
2025 J jnl
Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction.
CoRR
Tao Wu, Jingyuan Chen, Wang Lin, Jian Zhan, Mengze Li, Kun Kuang, Fei Wu
2025 J jnl
Semantic-guided Diverse Decoding for Large Language Model.
CoRR
Weijie Shi, Yue Cui, Yaguang Wu, Jingzhi Fang, Shibo Zhang, Mengze Li, Sirui Han, Jia Zhu, Jiajie Xu, Xiaofang Zhou
2025 A* conf
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving.
EMNLP
Chuxue Cao, Mengze Li, Juntao Dai, Jinluan Yang, Zijian Zhao, Shengyu Zhang, Weijie Shi, Chengzhong Liu, Sirui Han, Yike Guo
2025 J jnl
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving.
CoRR
Chuxue Cao, Mengze Li, Juntao Dai, Jinluan Yang, Zijian Zhao, Shengyu Zhang, Weijie Shi, Chengzhong Liu, Sirui Han, Yike Guo
2025 A* conf
What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities.
ICML
Wendong Bu, Yang Wu, Qifan Yu, Minghe Gao, Bingchen Miao, Zhenkui Zhang, Kaihang Pan, Liyunfei, Mengze Li, Wei Ji, Juncheng Li, Siliang Tang, Yueting Zhuang
2025 J jnl
What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities.
CoRR
Wendong Bu, Yang Wu, Qifan Yu, Minghe Gao, Bingchen Miao, Zhenkui Zhang, Kaihang Pan, Yunfei Li, Mengze Li, Wei Ji, Juncheng Li, Siliang Tang, Yueting Zhuang
2025 J jnl
Zero-Shot Cellular Trajectory Map Matching.
CoRR
Weijie Shi, Yue Cui, Hao Chen, Jiaming Li, Mengze Li, Jia Zhu, Jiajie Xu, Xiaofang Zhou
2024 J jnl
Argumentation Computation with Large Language Models : A Benchmark Study.
CoRR
Zhaoqun Li, Xiaotong Fang, Chen Chen, Mengze Li, Beishui Liao
2024 J jnl
Backpropogation-Free Multi-modal On-Device Model Adaptation via Cloud-Device Collaboration.
CoRR
Wei Ji, Li Li, Zheqi Lv, Wenqiao Zhang, Mengze Li, Zhen Wan, Wenqiang Lei, Roger Zimmermann
2024 A* conf
Cross-modal Observation Hypothesis Inference.
ACM Multimedia
Mengze Li, Kairong Han, Jiahe Xu, Yueying Li, Tao Wu, Zhou Zhao, Jiaxu Miao, Shengyu Zhang, Jingyuan Chen
2024 J jnl
Enabling Collaborative Clinical Diagnosis of Infectious Keratitis by Integrating Expert Knowledge and Interpretable Data-driven Intelligence.
CoRR
Zhengqing Fang, Shuowen Zhou, Zhouhang Yuan, Yuxuan Si, Mengze Li, Jinxu Li, Yesheng Xu, Wenjia Xie, Kun Kuang, Yingming Li, Fei Wu, Yu-Feng Yao
2024 A* conf
Hierarchical Debiasing and Noisy Correction for Cross-domain Video Tube Retrieval.
ACM Multimedia
Jingqiao Xiu, Mengze Li, Wei Ji, Jingyuan Chen, Hanbin Zhao, Shin'ichi Satoh, Roger Zimmermann
2024 A* conf
Panoptic Scene Graph Generation with Semantics-Prototype Learning.
AAAI
Li Li, Wei Ji, Yiming Wu, Mengze Li, You Qin, Lina Wei, Roger Zimmermann
2024 A* conf
Semantic Alignment for Multimodal Large Language Models.
ACM Multimedia
Tao Wu, Mengze Li, Jingyuan Chen, Wei Ji, Wang Lin, Jinyang Gao, Kun Kuang, Zhou Zhao, Fei Wu
2024 J jnl
Semantic Alignment for Multimodal Large Language Models.
CoRR
Tao Wu, Mengze Li, Jingyuan Chen, Wei Ji, Wang Lin, Jinyang Gao, Kun Kuang, Zhou Zhao, Fei Wu
2024 J jnl
Transferring Causal Mechanism over Meta-representations for Target-Unknown Cross-domain Recommendation.
ACM Trans. Inf. Syst.
Shengyu Zhang, Qiaowei Miao, Ping Nie, Mengze Li, Zhengyu Chen, Fuli Feng, Kun Kuang, Fei Wu
2023 A* conf
ART: rule bAsed futuRe-inference deducTion.
EMNLP
Mengze Li, Tianqi Zhao, Jionghao Bai, Baoyi He, Jiaxu Miao, Wei Ji, Zheqi Lv, Zhou Zhao, Shengyu Zhang, Wenqiao Zhang, Fei Wu
2023 A* conf
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning.
CVPR
Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua
2023 A* conf
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models.
ICCV
Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang, Mengze Li, Wei Ji, Qi Tian, Tat-Seng Chua, Yueting Zhuang
2023 J jnl
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models.
CoRR
Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang, Mengze Li, Wei Ji, Qi Tian, Tat-Seng Chua, Yueting Zhuang
2023 J jnl
IDEAL: Toward High-efficiency Device-Cloud Collaborative and Dynamic Recommendation System.
CoRR
Zheqi Lv, Zhengyu Chen, Shengyu Zhang, Kun Kuang, Wenqiao Zhang, Mengze Li, Beng Chin Ooi, Fei Wu
2023 — conf
Multi-modal Action Chain Abductive Reasoning.
ACL (1)
Mengze Li, Tianbao Wang, Jiahe Xu, Kairong Han, Shengyu Zhang, Zhou Zhao, Jiaxu Miao, Wenqiao Zhang, Shiliang Pu, Fei Wu
2023 J jnl
Panoptic Scene Graph Generation with Semantics-prototype Learning.
CoRR
Li Li, Wei Ji, Yiming Wu, Mengze Li, You Qin, Lina Wei, Roger Zimmermann
2023 J jnl
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer.
CoRR
Wenqiao Zhang, Zheqi Lv, Hao Zhou, Jia-Wei Liu, Juncheng Li, Mengze Li, Siliang Tang, Yueting Zhuang
2023 A* conf
Unsupervised Domain Adaptation for Video Object Grounding with Cascaded Debiasing Learning.
ACM Multimedia
Mengze Li, Haoyu Zhang, Juncheng Li, Zhou Zhao, Wenqiao Zhang, Shengyu Zhang, Shiliang Pu, Yueting Zhuang, Fei Wu
2023 A* conf
WINNER: Weakly-supervised hIerarchical decompositioN and aligNment for spatio-tEmporal video gRounding.
CVPR
Mengze Li, Han Wang, Wenqiao Zhang, Jiaxu Miao, Zhou Zhao, Shengyu Zhang, Wei Ji, Fei Wu
2022 J jnl
Attribute-aware interpretation learning for thyroid ultrasound diagnosis.
Artif. Intell. Medicine
Ming Kong, Qing Guo, Shuowen Zhou, Mengze Li, Kun Kuang, Zhengxing Huang, Fei Wu, Xiaohong Chen, Qiang Zhu
2022 J jnl
BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval.
CoRR
Wenqiao Zhang, Jiannan Guo, Mengze Li, Haochen Shi, Shengyu Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang
2022 — conf
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding.
ACL (1)
Mengze Li, Tianbao Wang, Haoyu Zhang, Shengyu Zhang, Zhou Zhao, Jiaxu Miao, Wenqiao Zhang, Wenming Tan, Jin Wang, Peng Wang, Shiliang Pu, Fei Wu
2022 J jnl
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding.
CoRR
Mengze Li, Tianbao Wang, Haoyu Zhang, Shengyu Zhang, Zhou Zhao, Jiaxu Miao, Wenqiao Zhang, Wenming Tan, Jin Wang, Peng Wang, Shiliang Pu, Fei Wu
2022 A* conf
HERO: HiErarchical spatio-tempoRal reasOning with Contrastive Action Correspondence for End-to-End Video Object Grounding.
ACM Multimedia
Mengze Li, Tianbao Wang, Haoyu Zhang, Shengyu Zhang, Zhou Zhao, Wenqiao Zhang, Jiaxu Miao, Shiliang Pu, Fei Wu
2022 J jnl
HERO: HiErarchical spatio-tempoRal reasOning with Contrastive Action Correspondence for End-to-End Video Object Grounding.
CoRR
Mengze Li, Tianbao Wang, Haoyu Zhang, Shengyu Zhang, Zhou Zhao, Wenqiao Zhang, Jiaxu Miao, Shiliang Pu, Fei Wu
2021 J jnl
A network-based four-phase routing approach of multisource design change propagation on complex products.
Kybernetes
Na Zhang, Mengze Li, Haibing Ren, Yupeng Li
2020 — conf
IB-M: A Flexible Framework to Align an Interpretable Model and a Black-box Model.
BIBM
Mengze Li, Kun Kuang, Qiang Zhu, Xiaohong Chen, Qing Guo, Fei Wu