Litian Zhang

According to our database, Litian Zhang authored at least 33 papers between 2021 and 2025.

Collaborative distances:

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

2025

Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS.

Bingyu Yan, Ziyi Zhou, Xiaoming Zhang, Chaozhuo Li, Ruilin Zeng, Yirui Qi, Tianbo Wang, Litian Zhang

CoRR, August, 2025

Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning.

Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang

CoRR, August, 2025

LLMs are Introvert.

Litian Zhang, Xiaoming Zhang, Bingyu Yan, Ziyi Zhou, Bo Zhang, Zhenyu Guan, Xi Zhang, Chaozhuo Li

CoRR, July, 2025

Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models.

Chaozhuo Li, Pengbo Wang, Chenxu Wang, Litian Zhang, Zheng Liu, Qiwei Ye, Yuanbo Xu, Feiran Huang, Xi Zhang, Philip S. Yu

CoRR, July, 2025

The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs.

Songyang Liu, Chaozhuo Li, Jiameng Qiu, Xi Zhang, Feiran Huang, Litian Zhang, Yiming Hei, Philip S. Yu

CoRR, June, 2025

Two Birds with One Stone: Improving Factuality and Faithfulness of LLMs via Dynamic Interactive Subspace Editing.

Pengbo Wang, Chaozhuo Li, Chenxu Wang, Liwen Zheng, Litian Zhang, Xi Zhang

CoRR, June, 2025

Diffusion with a Linguistic Compass: Steering the Generation of Clinically Plausible Future sMRI Representations for Early MCI Conversion Prediction.

Zhihao Tang, Chaozhuo Li, Litian Zhang, Xi Zhang

CoRR, June, 2025

Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection.

Ziyi Zhou, Xiaoming Zhang, Litian Zhang, Yibo Zhang, Zhenyu Guan, Chaozhuo Li, Philip S. Yu

CoRR, June, 2025

MirrorGuard: Adaptive Defense Against Jailbreaks via Entropy-Guided Mirror Crafting.

Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang

CoRR, March, 2025

Early Detection of Multimodal Fake News via Reinforced Propagation Path Generation.

Litian Zhang, Xiaoming Zhang, Ziyi Zhou, Xi Zhang, Senzhang Wang, Philip S. Yu, Chaozhuo Li

IEEE Trans. Knowl. Data Eng., February, 2025

Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems.

Bingyu Yan, Xiaoming Zhang, Litian Zhang, Lian Zhang, Ziyi Zhou, Dezhuang Miao, Chaozhuo Li

CoRR, February, 2025

Privacy-Preserving Image Retrieval in Cloud Computing via Adaptive Secret Keys and Self-Supervised Block-Augmented Pretraining.

Qihua Feng, Zhixun Lu, Litian Zhang, Chaozhuo Li, Feiran Huang, Jian Weng, Philip S. Yu

IEEE Trans. Serv. Comput., 2025

Heterogeneous network intrusion detection via domain adaptation in IoT environment.

Jun Zhang, Yao Li, Litian Zhang

Internet Technol. Lett., 2025

Knowledge-aware multimodal pre-training for fake news detection.

Litian Zhang, Xiaoming Zhang, Ziyi Zhou, Xi Zhang, Philip S. Yu, Chaozhuo Li

Inf. Fusion, 2025

Beyond entity alignment: Towards complete knowledge graph alignment via entity-relation synergy.

Xiaohan Fang, Chaozhuo Li, Yi Zhao, Qian Zang, Litian Zhang, Jiquan Peng, Xi Zhang, Jibing Gong

Expert Syst. Appl., 2025

Contrastive learning with hard negatives for sentence embeddings.

Wenxiao Liu, Zihong Yang, Chaozhuo Li, Zijin Hong, Jianfeng Ma, Zhiquan Liu, Litian Zhang, Feiran Huang

Appl. Soft Comput., 2025

ModalSync: Synchronizing User Behavior with Multimodal Features for Multimodal Pre-training Recommendation.

Shiqin Liu, Chaozhuo Li, Minjun Zhao, Litian Zhang, Jiajun Bu

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Ghidorah: Towards Robust Multi-Scale Information Diffusion Prediction via Test-Time Training.

Wenting Zhu, Chaozhuo Li, Litian Zhang, Senzhang Wang, Xi Zhang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection.

Ziyi Zhou, Xiaoming Zhang, Shenghan Tan, Litian Zhang, Chaozhuo Li

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning.

Liwen Zheng, Chaozhuo Li, Litian Zhang, Haoran Jia, Senzhang Wang, Zheng Liu, Xi Zhang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Beyond Text: Fine-Grained Multi-Modal Fact Verification with Hypergraph Transformers.

Hui Pang, Chaozhuo Li, Litian Zhang, Senzhang Wang, Xi Zhang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Multi-task Hierarchical Heterogeneous Fusion Framework for multimodal summarization.

Litian Zhang, Xiaoming Zhang, Linfeng Han, Zelong Yu, Yun Liu, Zhoujun Li

Inf. Process. Manag., 2024

HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives.

Wenxiao Liu, Zihong Yang, Chaozhuo Li, Zijin Hong, Jianfeng Ma, Zhiquan Liu, Litian Zhang, Feiran Huang

CoRR, 2024

Feint and Attack: Attention-Based Strategies for Jailbreaking and Protecting LLMs.

Rui Pu, Chaozhuo Li, Rui Ha, Zejian Chen, Litian Zhang, Zheng Liu, Lirong Qiu, Xi Zhang

CoRR, 2024

FineFake: A Knowledge-Enriched Dataset for Fine-Grained Multi-Domain Fake News Detection.

Ziyi Zhou, Xiaoming Zhang, Litian Zhang, Jiacheng Liu, Xi Zhang, Chaozhuo Li

CoRR, 2024

Mitigating Social Hazards: Early Detection of Fake News via Diffusion-Guided Propagation Path Generation.

Litian Zhang, Xiaoming Zhang, Chaozhuo Li, Ziyi Zhou, Jiacheng Liu, Feiran Huang, Xi Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

BaitAttack: Alleviating Intention Shift in Jailbreak Attacks via Adaptive Bait Crafting.

Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

MDS: A Fine-Grained Dataset for Multi-Modal Dialogue Summarization.

Zhipeng Liu, Xiaoming Zhang, Litian Zhang, Zelong Yu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection.

Litian Zhang, Xiaoming Zhang, Ziyi Zhou, Feiran Huang, Chaozhuo Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Unveiling hierarchical relationships for social image representation learning.

Linfeng Han, Xiaoming Zhang, Litian Zhang, Ming Lu, Feiran Huang, Yun Liu

Appl. Soft Comput., November, 2023

CISum: Learning Cross-modality Interaction to Enhance Multimodal Semantic Coverage for Multimodal Summarization.

Litian Zhang, Xiaoming Zhang, Ziming Guo, Zhipeng Liu

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022

Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization.

Litian Zhang, Xiaoming Zhang, Junshu Pan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization.

Litian Zhang, Xiaoming Zhang, Junshu Pan, Feiran Huang

CoRR, 2021