Jingqing Ruan
10 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (4)
EMNLP (3)
IJCAI (2)
ICML (1)
Top co-authors
Keywords
large language model
(5)
reinforcement learning
(3)
curriculum learning
(1)
anomaly detection
(1)
event detection
(1)
preference learning
(1)
in-context learning
(1)
tool use
(1)
computational efficiency
(1)
reinforcement learning from human feedback
(1)
preference alignment
(1)
multi-objective optimization
(1)
adaptive computation
(1)
reward model
(1)
policy optimization
(1)
world model
(1)
policy alignment
(1)
task planning
(1)
credit assignment
(1)
multi-agent reinforcement learning
(1)
Papers
Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents
ACL 2026
PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling
ACL 2026
Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data
ACL 2026
AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models
ACL 2025
A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy
EMNLP 2025
When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning
EMNLP 2025
X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner
IJCAI 2024
Learning Causal Dynamics Models in Object-Oriented Environments
ICML 2024
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems
EMNLP 2024
Explainable Reinforcement Learning via a Causal World Model
IJCAI 2023