Yi Pan
6 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π Renaissance Researcher (6) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
π₯
Mega-Team
(31)
Conferences
EMNLP (2)
ACL (1)
ICLR (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
model compression
(1)
causal inference
(1)
multi-agent reinforcement learning
(1)
multi-task learning
(1)
online learning
(1)
direct preference optimization
(1)
preference optimization
(1)
policy learning
(1)
video retrieval
(1)
task-oriented dialogue
(1)
model merging
(1)
natural language understanding
(1)
minimax optimization
(1)
dialogue state tracking
(1)
intrinsic motivation
(1)
hierarchical structure
(1)
causal effect
(1)
zeroth-order optimization
(1)
vision-language model
(1)
counterfactual reasoning
(1)
Papers
AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs
ACL 2025
HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization
EMNLP 2025
ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval
EMNLP 2025
ECHOPulse: ECG Controlled Echocardio-gram Video Generation
ICLR 2025
Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning
ICML 2023
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
NAACL 2021