Litian Zhang - RankMe

53 papers A* 14A 4Journal 32Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS. AAAI Bingyu Yan, Xiaoming Zhang, Ziyi Zhou, Chaozhuo Li, Ruilin Zeng, Yirui Qi, Tianbo Wang, Litian Zhang
2026	J	`jnl`	ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers. CoRR Songyang Liu, Chaozhuo Li, Chenxu Wang, Jinyu Hou, Zejian Chen, Litian Zhang, Zheng Liu, Qiwei Ye, Yiming Hei, Xi Zhang, Zhongyuan Wang
2026	J	`jnl`	FineFake: A knowledge-enriched dataset for fine-grained multi-domain fake news detection. Inf. Fusion Ziyi Zhou, Xiaoming Zhang, Litian Zhang, Jiacheng Liu, Erik Cambria, Chaozhuo Li
2026	J	`jnl`	How Real is Your Jailbreak? Fine-grained Jailbreak Evaluation with Anchored Reference. CoRR Songyang Liu, Chaozhuo Li, Rui Pu, Litian Zhang, Chenxu Wang, Zejian Chen, Yuting Zhang, Yiming Hei
2026	J	`jnl`	Jailbreaking LLMs & VLMs: Mechanisms, Evaluation, and Unified Defense. CoRR Zejian Chen, Chaozhuo Li, Chao Li, Xi Zhang, Litian Zhang, Yiming He
2026	J	`jnl`	LANCET: Neural Intervention via Structural Entropy for Mitigating Faithfulness Hallucinations in LLMs. CoRR Chenxu Wang, Chaozhuo Li, Pengbo Wang, Litian Zhang, Songyang Liu, Ji Qi, Jiahui Hu, Yushan Cai, Hao Zhao, Rui Pu
2026	A*	`conf`	MirrorShield: Towards Dynamic Adaptive Defense Against Jailbreaks via Entropy-Guided Mirror Crafting. AAAI Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang
2026	J	`jnl`	The Devil Behind Moltbook: Anthropic Safety is Always Vanishing in Self-Evolving AI Societies. CoRR Chenxu Wang, Chaozhuo Li, Songyang Liu, Zejian Chen, Jinyu Hou, Ji Qi, Rui Li, Litian Zhang, Qiwei Ye, Zheng Liu, Xu Chen, Xi Zhang, Philip S. Yu
2025	J	`jnl`	Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS. CoRR Bingyu Yan, Ziyi Zhou, Xiaoming Zhang, Chaozhuo Li, Ruilin Zeng, Yirui Qi, Tianbo Wang, Litian Zhang
2025	J	`jnl`	Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems. CoRR Bingyu Yan, Xiaoming Zhang, Litian Zhang, Lian Zhang, Ziyi Zhou, Dezhuang Miao, Chaozhuo Li
2025	J	`jnl`	Beyond Surface-Level Detection: Towards Cognitive-Driven Defense Against Jailbreak Attacks via Meta-Operations Reasoning. CoRR Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang
2025	A*	`conf`	Beyond Text: Fine-Grained Multi-Modal Fact Verification with Hypergraph Transformers. AAAI Hui Pang, Chaozhuo Li, Litian Zhang, Senzhang Wang, Xi Zhang
2025	J	`jnl`	Beyond entity alignment: Towards complete knowledge graph alignment via entity-relation synergy. Expert Syst. Appl. Xiaohan Fang, Chaozhuo Li, Yi Zhao, Qian Zang, Litian Zhang, Jiquan Peng, Xi Zhang, Jibing Gong
2025	A*	`conf`	Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection. AAAI Ziyi Zhou, Xiaoming Zhang, Shenghan Tan, Litian Zhang, Chaozhuo Li
2025	J	`jnl`	Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection. CoRR Ziyi Zhou, Xiaoming Zhang, Shenghan Tan, Litian Zhang, Chaozhuo Li
2025	J	`jnl`	Contrastive learning with hard negatives for sentence embeddings. Appl. Soft Comput. Wenxiao Liu, Zihong Yang, Chaozhuo Li, Zijin Hong, Jianfeng Ma, Zhiquan Liu, Litian Zhang, Feiran Huang
2025	A*	`conf`	Curriculum Hierarchical Knowledge Distillation for Bias-Free Survival Prediction. IJCAI Chaozhuo Li, Zhihao Tang, Mingji Zhang, Zhiquan Liu, Litian Zhang, Xi Zhang
2025	A*	`conf`	DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models. EMNLP Rui Ha, Chaozhuo Li, Rui Pu, Litian Zhang, Xi Zhang, Sen Su
2025	A*	`conf`	Diffusion Guided Propagation Augmentation for Popularity Prediction. IJCAI Chaozhuo Li, Tianqi Yang, Litian Zhang, Xi Zhang
2025	J	`jnl`	Diffusion with a Linguistic Compass: Steering the Generation of Clinically Plausible Future sMRI Representations for Early MCI Conversion Prediction. CoRR Zhihao Tang, Chaozhuo Li, Litian Zhang, Xi Zhang
2025	J	`jnl`	Early Detection of Multimodal Fake News via Reinforced Propagation Path Generation. IEEE Trans. Knowl. Data Eng. Litian Zhang, Xiaoming Zhang, Ziyi Zhou, Xi Zhang, Senzhang Wang, Philip S. Yu, Chaozhuo Li
2025	A*	`conf`	Feint and Attack: Jailbreaking and Protecting LLMs via Attention Distribution Modeling. IJCAI Rui Pu, Chaozhuo Li, Rui Ha, Zejian Chen, Litian Zhang, Zheng Liu, Lirong Qiu, Zaisheng Ye
2025	A*	`conf`	Ghidorah: Towards Robust Multi-Scale Information Diffusion Prediction via Test-Time Training. AAAI Wenting Zhu, Chaozhuo Li, Litian Zhang, Senzhang Wang, Xi Zhang
2025	A	`conf`	Harnessing Counterfactual Reasoning for Explainable Multi-Modal Fact Verification with Large Language Models. ICME Chaozhuo Li, Hui Pang, Xi Zhang, Litian Zhang, Feiran Huang, Ming Lu
2025	J	`jnl`	Heterogeneous network intrusion detection via domain adaptation in IoT environment. Internet Technol. Lett. Jun Zhang, Yao Li, Litian Zhang
2025	J	`jnl`	Immunity memory-based jailbreak detection: multi-agent adaptive guard for large language models. CoRR Jun Leng, Litian Zhang, Xi Zhang
2025	J	`jnl`	Knowledge-aware multimodal pre-training for fake news detection. Inf. Fusion Litian Zhang, Xiaoming Zhang, Ziyi Zhou, Xi Zhang, Philip S. Yu, Chaozhuo Li
2025	A	`conf`	LLMCBR: Large Language Model-based Multi-View and Multi-Grained Learning for Bundle Recommendation. CIKM Shiqin Liu, Chaozhuo Li, Minjun Zhao, Litian Zhang, Jiajun Bu
2025	J	`jnl`	LLMs are Introvert. CoRR Litian Zhang, Xiaoming Zhang, Bingyu Yan, Ziyi Zhou, Bo Zhang, Zhenyu Guan, Xi Zhang, Chaozhuo Li
2025	J	`jnl`	Lifelong Evolution: Collaborative Learning between Large and Small Language Models for Continuous Emergent Fake News Detection. CoRR Ziyi Zhou, Xiaoming Zhang, Litian Zhang, Yibo Zhang, Zhenyu Guan, Chaozhuo Li, Philip S. Yu
2025	—	`conf`	LlmFixer: Fix the Helpfulness of Defensive Large Language Models. EMNLP (Findings) Zelong Yu, Xiaoming Zhang, Litian Zhang, Yu Yuan, Chaozhuo Li
2025	J	`jnl`	Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models. CoRR Chaozhuo Li, Pengbo Wang, Chenxu Wang, Litian Zhang, Zheng Liu, Qiwei Ye, Yuanbo Xu, Feiran Huang, Xi Zhang, Philip S. Yu
2025	A*	`conf`	MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning. AAAI Liwen Zheng, Chaozhuo Li, Litian Zhang, Haoran Jia, Senzhang Wang, Zheng Liu, Xi Zhang
2025	J	`jnl`	MirrorGuard: Adaptive Defense Against Jailbreaks via Entropy-Guided Mirror Crafting. CoRR Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang
2025	—	`conf`	ModalSync: Synchronizing User Behavior with Multimodal Features for Multimodal Pre-training Recommendation. WWW (Companion Volume) Shiqin Liu, Chaozhuo Li, Minjun Zhao, Litian Zhang, Jiajun Bu
2025	J	`jnl`	Privacy-Preserving Image Retrieval in Cloud Computing via Adaptive Secret Keys and Self-Supervised Block-Augmented Pretraining. IEEE Trans. Serv. Comput. Qihua Feng, ZhiXun Lu, Litian Zhang, Chaozhuo Li, Feiran Huang, Jian Weng, Philip S. Yu
2025	A	`conf`	Reverse Chain-of-Thought and Causal Path Verification: A Modular Plugin for Aligning LLMs with Knowledge Graphs. CIKM Dezhuang Miao, Yibin Du, Xiang Li, Xiaoming Zhang, Jiahe Li, Bo Zhang, Bingyu Yan, Lian Zhang, Litian Zhang
2025	J	`jnl`	The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs. CoRR Songyang Liu, Chaozhuo Li, Jiameng Qiu, Xi Zhang, Feiran Huang, Litian Zhang, Yiming Hei, Philip S. Yu
2025	J	`jnl`	Two Birds with One Stone: Improving Factuality and Faithfulness of LLMs via Dynamic Interactive Subspace Editing. CoRR Pengbo Wang, Chaozhuo Li, Chenxu Wang, Liwen Zheng, Litian Zhang, Xi Zhang
2024	A*	`conf`	BaitAttack: Alleviating Intention Shift in Jailbreak Attacks via Adaptive Bait Crafting. EMNLP Rui Pu, Chaozhuo Li, Rui Ha, Litian Zhang, Lirong Qiu, Xi Zhang
2024	J	`jnl`	Beyond Entity Alignment: Towards Complete Knowledge Graph Alignment via Entity-Relation Synergy. CoRR Xiaohan Fang, Chaozhuo Li, Yi Zhao, Qian Zang, Litian Zhang, Jiquan Peng, Xi Zhang, Jibing Gong
2024	J	`jnl`	Feint and Attack: Attention-Based Strategies for Jailbreaking and Protecting LLMs. CoRR Rui Pu, Chaozhuo Li, Rui Ha, Zejian Chen, Litian Zhang, Zheng Liu, Lirong Qiu, Xi Zhang
2024	J	`jnl`	FineFake: A Knowledge-Enriched Dataset for Fine-Grained Multi-Domain Fake News Detection. CoRR Ziyi Zhou, Xiaoming Zhang, Litian Zhang, Jiacheng Liu, Xi Zhang, Chaozhuo Li
2024	J	`jnl`	HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives. CoRR Wenxiao Liu, Zihong Yang, Chaozhuo Li, Zijin Hong, Jianfeng Ma, Zhiquan Liu, Litian Zhang, Feiran Huang
2024	—	`conf`	MDS: A Fine-Grained Dataset for Multi-Modal Dialogue Summarization. LREC/COLING Zhipeng Liu, Xiaoming Zhang, Litian Zhang, Zelong Yu
2024	A*	`conf`	Mitigating Social Hazards: Early Detection of Fake News via Diffusion-Guided Propagation Path Generation. ACM Multimedia Litian Zhang, Xiaoming Zhang, Chaozhuo Li, Ziyi Zhou, Jiacheng Liu, Feiran Huang, Xi Zhang
2024	J	`jnl`	Multi-task Hierarchical Heterogeneous Fusion Framework for multimodal summarization. Inf. Process. Manag. Litian Zhang, Xiaoming Zhang, Linfeng Han, Zelong Yu, Yun Liu, Zhoujun Li
2024	A*	`conf`	Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection. AAAI Litian Zhang, Xiaoming Zhang, Ziyi Zhou, Feiran Huang, Chaozhuo Li
2023	A	`conf`	CISum: Learning Cross-modality Interaction to Enhance Multimodal Semantic Coverage for Multimodal Summarization. SDM Litian Zhang, Xiaoming Zhang, Ziming Guo, Zhipeng Liu
2023	J	`jnl`	CISum: Learning Cross-modality Interaction to Enhance Multimodal Semantic Coverage for Multimodal Summarization. CoRR Litian Zhang, Xiaoming Zhang, Ziming Guo, Zhipeng Liu
2023	J	`jnl`	Unveiling hierarchical relationships for social image representation learning. Appl. Soft Comput. Linfeng Han, Xiaoming Zhang, Litian Zhang, Ming Lu, Feiran Huang, Yun Liu
2022	A*	`conf`	Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization. AAAI Litian Zhang, Xiaoming Zhang, Junshu Pan
2021	J	`jnl`	Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization. CoRR Litian Zhang, Xiaoming Zhang, Junshu Pan, Feiran Huang