Hepeng Wang
4 papers · 2024–2026 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(9)
Conferences
ACL (4)
Top co-authors
Keywords
large language model
(2)
reinforcement learning
(2)
knowledge transfer
(1)
in-context learning
(1)
graph representation
(1)
instruction tuning
(1)
gradient-based method
(1)
autonomous learning
(1)
lifelong learning
(1)
multi-objective optimization
(1)
data selection
(1)
supervised fine-tuning
(1)
experience transfer
(1)
experiential learning
(1)
task categorization
(1)
reward optimization
(1)
agent alignment
(1)
gradient concentration
(1)
question categorization
(1)
meta learning
(1)
Papers
MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization
ACL 2026
Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration
ACL 2026
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
ACL 2025
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner
ACL 2024