conftrace_

Guibin Zhang

24 papers · 2024–2026 · 6 conferences · across top CS/AI conferences

Achievements

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+6 more ↓ 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (21)
🀝 Dynamic Duo (11) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (58) ⚑ Prolific Year (5) πŸ’Ž Century Club (19)

Conferences

ACL (6) ICLR (6) ICML (6) AAAI (3) NIPS (2) CVPR (1)

Papers

EvoRoute: Experience-Driven Self-Routing LLM Agent Systems ACL 2026 Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning ACL 2026 AgentAsk: Multi-Agent Systems Need to Ask ACL 2026 SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication AAAI 2026 DAWN: Distributed LLM Multi-Agent Workflow Synthesis AAAI 2026 FedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity CVPR 2025 Energy-based Backdoor Defense Against Federated Graph Learning ICLR 2025 Graph Sparsification via Mixture of Graphs ICLR 2025 Rationalizing and Augmenting Dynamic Graph Neural Networks ICLR 2025 TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting ICML 2025 GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention ICML 2025 EAGLES: Towards Effective, Efficient, and Economical Federated Graph Learning via Unified Sparsification ICML 2025 Multi-agent Architecture Search via Agentic Supernet ICML 2025 G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks ICML 2025 Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems ICLR 2025 Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks AAAI 2025 G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems ACL 2025 MasRouter: Learning to Route LLMs for Multi-Agent Systems ACL 2025 NetSafe: Exploring the Topological Safety of Multi-agent System ACL 2025 Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness ICML 2024 Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization NIPS 2024 Graph Lottery Ticket Automated ICLR 2024 NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling ICLR 2024 GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning NIPS 2024