Guhao Feng
9 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (15) π Cross-Pollinator (9)
π
Renaissance Researcher
(5)
β
The Questioner
Conferences
ICML (4)
NIPS (2)
AAAI (1)
ACL (1)
EMNLP (1)
Top co-authors
Keywords
large language model
(3)
reward modeling
(1)
offline reinforcement learning
(1)
autoregressive transformer
(1)
data transformation
(1)
mathematical reasoning
(1)
direct preference optimization
(1)
preference alignment
(1)
chain-of-thought reasoning
(1)
language model alignment
(1)
graph representation
(1)
computational complexity
(1)
dynamic programming
(1)
model-based reinforcement learning
(1)
weisfeiler-lehman test
(1)
expressive power
(1)
inference optimization
(1)
confidence estimation
(1)
subgraph neural network
(1)
circuit complexity
(1)
Papers
Efficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression
AAAI 2026
How Numerical Precision Affects Arithmetical Reasoning Capabilities of LLMs
ACL 2025
DPO Meets PPO: Reinforced Token Optimization for RLHF
ICML 2025
Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs
EMNLP 2025
Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity
NIPS 2024
Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation
ICML 2024
Do Efficient Transformers Really Save Computation?
ICML 2024
A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests
ICML 2023
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective
NIPS 2023