Pengfei Yang
6 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ICCV (2)
ACL (1)
AISTATS (1)
Top co-authors
Keywords
adversarial robustness
(2)
model robustness
(1)
pac learning
(1)
trajectory prediction
(1)
formal verification
(1)
hypothesis testing
(1)
maximum mean discrepancy
(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)
medical visual question answering
(1)
Papers
Lethe: Layer- and Time-Adaptive KV Cache Pruning for Reasoning-Intensive LLM Serving
AAAI 2026
Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision
ACL 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