Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation
Paper • 2604.18005 • Published
AI & ML interests
Big data management systems, Parallel and distributed systems, Cloud Computing and Large Language Models.
Recent Activity
nuojohnchenÂ
authored a
paper 2 days ago
billhdzhaoÂ
submitted 2
papers to Daily Papers about 2 months ago
billhdzhaoÂ
authored 5
papers 2 months ago
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities
Paper • 2407.07791 • Published
Thinking in a Crowd: How Auxiliary Information Shapes LLM Reasoning
Paper • 2509.18163 • Published • 1
Judge Before Answer: Can MLLM Discern the False Premise in Question?
Paper • 2510.10965 • Published
Patronus: Identifying and Mitigating Transferable Backdoors in Pre-trained Language Models
Paper • 2512.06899 • Published • 3
Revisiting Backdoor Threat in Federated Instruction Tuning from a Signal Aggregation Perspective
Paper • 2602.15671 • Published • 1
jyhouÂ
authored 4
papers 3 months ago
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks
Paper • 2307.02040 • Published
Model-Based Differentially Private Knowledge Transfer for Large Language Models
Paper • 2410.10481 • Published • 1
XtraGPT: LLMs for Human-AI Collaboration on Controllable Academic Paper Revision
Paper • 2505.11336 • Published • 7
PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
Paper • 2512.02589 • Published • 73
nuojohnchenÂ
updated a
model 4 months ago
nuojohnchenÂ
updated a
model 5 months ago
nuojohnchenÂ
published a
model 5 months ago
nuojohnchenÂ
updated a
dataset 5 months ago
nuojohnchenÂ
updated a
collection 5 months ago
nuojohnchenÂ
published a
dataset 5 months ago
nuojohnchenÂ
updated a
collection 5 months ago