Scholar
Wenlong Deng
Google Scholar ID: qckUjrMAAAAJ
University of British Columbia, Vector Institute
Machine Learning
Large Language Model
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Citations & Impact
All-time
Citations
449
H-index
9
i10-index
9
Publications
19
Co-authors
2
list available
Publications
15 items
Self-Evolving Agents via Likelihood-Guided Tool-Space Optimization
2026
Cited
0
Learning Dynamics of Continual Learning: A Unified View of Data Attribution, Forgetting, and Plasticity Loss
2026
Cited
0
Directional Alignment Mitigates Reward Hacking in Reinforcement Learning for Language Models
2026
Cited
0
Spend Less, Reason Better: Budget-Aware Value Tree Search for LLM Agents
2026
Cited
0
When RAG Hurts: Diagnosing and Mitigating Attention Distraction in Retrieval-Augmented LVLMs
2026
Cited
0
Textual Equilibrium Propagation for Deep Compound AI Systems
2026
Cited
0
On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death Spiral
2025
Cited
0
Advantage Shaping as Surrogate Reward Maximization: Unifying Pass@K Policy Gradients
2025
Cited
0
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Co-authors
2 total
Xiaoxiao Li
Assistant Professor, UBC; Vector Institute; CIFAR AI Chair; Canada Research Chair
Christos Thrampoulidis
Assistant Professor, University of British Columbia, ECE Department
