Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System
Published in Preprint, 2024
Publications
You can also find my articles on my Google Scholar profile.
Conference Papers
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
Published in Preprint, 2024
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models
Published in NeurIPS, 2024
ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
Published in ICLR, 2024
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
Published in EMNLP Findings, 2024
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
Published in ICLR, 2024
Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models
Published in EMNLP Findings, 2023
Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning
Published in ACL Findings, 2023
Different tunes played with equal skill: Exploring a unified optimization subspace for parameter-efficient tuning
Published in EMNLP Findings, 2022
Fully Hyperbolic Neural Networks
Published in ACL, 2022
Quantifying Similarity between Relations with Fact Distribution
Published in ACL, 2019
Journal Articles
Tool Learning with Foundation Models
Published in ACM Computer Survey, 2024
Hyperbolic Pre-Trained Language Model
Published in TASLP, 2024
Parameter-efficient fine-tuning of large-scale pre-trained language models
Published in Natural Machine Intelligence, 2023