Fangyu Lei
15 papers · 2022–2026 · 9 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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(25)
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(23)
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Unstoppable
(5)
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Century Club
(13)
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The Questioner
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Keyword Collector
(51)
Conferences
ACL (4)
EMNLP (3)
NIPS (2)
AAAI (1)
AACL (1)
COLING (1)
ICLR (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
large language model
(6)
code generation
(4)
benchmark evaluation
(3)
few-shot learning
(2)
multi-hop question answering
(2)
multimodal agent
(2)
question answering
(2)
reasoning evaluation
(2)
question decomposition
(1)
autonomous agent
(1)
temporal reasoning
(1)
vision language model
(1)
computer environment
(1)
open-ended task
(1)
incremental learning
(1)
knowledge distillation
(1)
evaluation benchmark
(1)
parameter efficient fine-tuning
(1)
role-playing agent
(1)
low-rank adaptation
(1)
Papers
GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks
ACL 2026
TaREx: Reinforcement Learning for Code-Driven Table Reasoning
AAAI 2026
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
ICLR 2025
Competition-Level Problems are Effective LLM Evaluators
ACL 2024
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
NIPS 2024
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
NIPS 2024
Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering
ACL 2024
Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent
EMNLP 2024
DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models
EMNLP 2024
S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model
NAACL 2024
Multi-Target Semantic Parsing with Collaborative Deliberation Network
IJCNLP 2023
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models
EMNLP 2023
Multi-Target Semantic Parsing with Collaborative Deliberation Network
AACL 2023
S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering
ACL 2023
Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder
COLING 2022