Heng-Tze Cheng
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (5)
🐝
Cross-Pollinator
(9)
👑
Triple Crown
Conferences
ICML (2)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
temporal difference learning
(1)
multi-task learning
(1)
transfer learning
(1)
user modeling
(1)
parameter efficiency
(1)
action space
(1)
complex reasoning
(1)
prompt tuning
(1)
slate recommendation
(1)
value decomposition
(1)
long-term engagement
(1)
large language model
(1)
reasoning structure
(1)
atomic reasoning module
(1)
Papers
SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures
NIPS 2024
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models
ICLR 2024
Controlled Decoding from Language Models
ICML 2024
HyperPrompt: Prompt-based Task-Conditioning of Transformers
ICML 2022
SlateQ: A Tractable Decomposition for Reinforcement Learning with Recommendation Sets
IJCAI 2019