Articles by Yangqiu Song

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Yangqiu Song

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Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation

2 days ago by Qianren Mao and others

Computation and Language

Transformers for Complex Query Answering over Knowledge Hypergraphs

6 days ago by Hong Ting Tsang and others

Computation and Language, Artificial Intelligence

BaThe: Defense against the Jailbreak Attack in Multimodal Large Language Models by Treating Harmful Instruction as Backdoor Trigger

7 days ago by Yulin Chen and others

Cryptography and Security

Can LLMs Generate Tabular Summaries of Science Papers? Rethinking the Evaluation Protocol

14 April 2025 by Weiqi Wang and others

Computation and Language

LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning

9 April 2025 by Tianshi Zheng and others

Computation and Language

The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning

7 April 2025 by Tianshi Zheng and others

Computation and Language

Defense Against Prompt Injection Attack by Leveraging Attack Techniques

25 February 2025 by Yulin Chen and others

Cryptography and Security

PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance

24 February 2025 by Haoran Li and others

Computation and Language

Can Indirect Prompt Injection Attacks Be Detected and Removed?

23 February 2025 by Yulin Chen and others

Cryptography and Security

Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations

22 February 2025 by Chunyang Li and others

Artificial Intelligence

Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory

13 February 2025 by Haoran Li and others

Computation and Language, Cryptography and Security

Bridging the Gap Between LLMs and Human Intentions: Progresses and Challenges in Instruction Understanding, Intention Reasoning, and Reliable Generation

13 February 2025 by Zongyu Chang and others

Human-Computer Interaction

Top Ten Challenges Towards Agentic Neural Graph Databases

24 January 2025 by Jiaxin Bai and others

Artificial Intelligence, Databases

Enhancing Transformers for Generalizable First-Order Logical Entailment

1 January 2025 by Tianshi Zheng and others

Computation and Language, Artificial Intelligence

ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty

28 December 2024 by Qingying Zong and others

Computation and Language

Intention Knowledge Graph Construction for User Intention Relation Modeling

16 December 2024 by Jiaxin Bai and others

Computation and Language, Artificial Intelligence

ConceptEdit: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning

16 December 2024 by Liyu Zhang and others

Computation and Language

Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models

15 December 2024 by Haoran Li and others at

Hong Kong University of Science and Technology

Cryptography and Security, Computation and Language

Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs

12 December 2024 by Lihui Liu and others at

Hong Kong University of Science and Technology

Information Retrieval, Artificial Intelligence

Assessing the Robustness of Retrieval-Augmented Generation Systems in K-12 Educational Question Answering with Knowledge Discrepancies

12 December 2024 by Tianshi Zheng and others

Computation and Language

Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization

4 December 2024 by Peiyan Zhang and others

Computation and Language, Artificial Intelligence

Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks

24 November 2024 by Peng Xie and others

Computer Vision and Pattern Recognition

What Really is Commonsense Knowledge?

6 November 2024 by Quyet Do and others

Computation and Language, Artificial Intelligence

Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors

22 October 2024 by Hang Yin and others

Artificial Intelligence, Databases

EcomEdit: An Automated E-commerce Knowledge Editing Framework for Enhanced Product and Purchase Intention Understanding

18 October 2024 by Ching Ming Samuel Lau and others

Computation and Language

Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction

15 October 2024 by Kaiqiao Han and others

Computation and Language, Artificial Intelligence

DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects

12 October 2024 by Zhaowei Wang and others

Computer Vision and Pattern Recognition, Computation and Language

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding

12 October 2024 by Baixuan Xu and others

Computation and Language

Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering

6 October 2024 by Yao Xu and others

Computation and Language, Artificial Intelligence

GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory

4 October 2024 by Wei Fan and others

Computation and Language, Cryptography and Security

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