Junqi Gao
11 papers · 2023–2026 · 5 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (37) π£ Hot Topic Early Bird π€ Dynamic Duo (11)
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state space model
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adversarial robustness
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multimodal learning
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few-shot learning
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multi-task learning
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mathematical reasoning
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attention mechanism
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chain-of-thought reasoning
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model merging
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catastrophic forgetting
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Papers
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
AAAI 2026
WIST: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement
ACL 2026
Fast and Slow Gradient Approximation for Binary Neural Network Optimization
AAAI 2025
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning
ACL 2025
Less is More: Efficient Model Merging with Binary Task Switch
CVPR 2025
ReviewRL: Towards Automated Scientific Review with RL
EMNLP 2025
An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning
NeurIPS 2024
Exploring Adversarial Robustness of Deep State Space Models
NeurIPS 2024
Interactive Continual Learning: Fast and Slow Thinking
CVPR 2024
SMR: State Memory Replay for Long Sequence Modeling
ACL 2024
Perturbation Towards Easy Samples Improves Targeted Adversarial Transferability
NeurIPS 2023