Tianyi Men
7 papers · 2022–2026 · 2 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Artificial Intelligence
(6)
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(6)
Deep Learning
(3)
Machine Learning
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Natural Language Processing
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Applications
(1)
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(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Reasoning
(1)
Representation
(1)
Keywords
benchmark evaluation
(2)
reward modeling
(1)
knowledge graph embedding
(1)
preference alignment
(1)
knowledge representation
(1)
commonsense knowledge
(1)
multimodal learning
(1)
text representation
(1)
temporal information
(1)
natural language understanding
(1)
out-of-distribution generalization
(1)
compositional generalization
(1)
knowledge graph
(1)
adversarial attack
(1)
attention mechanism
(1)
entity embedding
(1)
benchmark dataset
(1)
reward model
(1)
multimodal agent
(1)
link prediction
(1)
Papers
Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning
ACL 2026
Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents
ACL 2025
A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns
ACL 2025
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
ACL 2025
Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models
EMNLP 2024
CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge
ACL 2022
CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding
EMNLP 2022