Pengcheng Wang
10 papers · 2017–2026 · 7 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird
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Machine Learning
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large language model
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benchmark evaluation
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continuous control
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reinforcement learning
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chain-of-thought reasoning
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imitation learning
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few-shot learning
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model-based reinforcement learning
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question answering
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prompt engineering
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data augmentation
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narrative generation
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policy learning
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deep learning
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online planning
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model predictive control
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uncertainty quantification
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time series forecasting
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zero-shot learning
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deep reinforcement learning
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Papers
ReCast: Reliability-aware Codebook-assisted Lightweight Time Series Forecasting
AAAI 2026
TD-M(PC)$^2$: Improving Temporal Difference MPC Through Policy Constraint
L4DC 2026
Residual-MPPI: Online Policy Customization for Continuous Control
ICLR 2025
Active Prompting with Chain-of-Thought for Large Language Models
ACL 2024
CK12: A Rounded K12 Knowledge Graph Based Benchmark for Chinese Holistic Cognition Evaluation
AAAI 2024
OpenT2T: An Open-Source Toolkit for Table-to-Text Generation
EMNLP 2024
Towards Robust Evidence-Aware Fake News Detection via Improving Semantic Perception
COLING 2024
GLGE: A New General Language Generation Evaluation Benchmark
ACL 2021
High-Fidelity Simulated Players for Interactive Narrative Planning
IJCAI 2018
Interactive Narrative Personalization with Deep Reinforcement Learning
IJCAI 2017