Tianyi Men
7 papers · 2022–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Cross-Pollinator (14) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22)
π§
Keyword Pioneer
Conferences
ACL (5)
EMNLP (2)
Top co-authors
Keywords
benchmark evaluation
(2)
preference alignment
(1)
commonsense knowledge
(1)
attention mechanism
(1)
natural language understanding
(1)
knowledge representation
(1)
reward modeling
(1)
multimodal learning
(1)
text representation
(1)
temporal information
(1)
link prediction
(1)
out-of-distribution generalization
(1)
compositional generalization
(1)
knowledge graph
(1)
adversarial attack
(1)
knowledge graph embedding
(1)
entity embedding
(1)
benchmark dataset
(1)
reward model
(1)
retrieval augmented generation
(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
CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding
EMNLP 2022
CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge
ACL 2022