Pengfei Yang
6 papers · 2019–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Keywords
adversarial robustness
(2)
model robustness
(1)
pac learning
(1)
trajectory prediction
(1)
formal verification
(1)
hypothesis testing
(1)
maximum mean discrepancy
(1)
goodness-of-fit testing
(1)
vision-language model
(1)
neural network verification
(1)
autonomous vehicle
(1)
uncertainty estimation
(1)
classifier-free guidance
(1)
inference optimization
(1)
token pruning
(1)
kv cache
(1)
multi-hop reasoning
(1)
key-value cache
(1)
cache management
(1)
robustness verification
(1)
Papers
Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision
ACL 2026
Lethe: Layer- and Time-Adaptive KV Cache Pruning for Reasoning-Intensive LLM Serving
AAAI 2026
Training Verification-Friendly Neural Networks via Neuron Behavior Consistency
AAAI 2025
Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models
ICCV 2025
TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models
ICCV 2023
Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit
AISTATS 2019