Bowen Li
41 papers · 2019–2026 · 14 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (13) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🏃 Academic Marathon (6)
🌉
Interdisciplinary Bridge
🏃
Academic Marathon
(6)
🧭
Keyword Pioneer
🤝
Dynamic Duo
(10)
👥
Mega-Team
(37)
🧬
Topic Evolution
🔥
Unstoppable
(7)
❓
The Questioner
🚀
Conference Pioneer
⚡
Prolific Year
(7)
🗃️
Keyword Collector
(193)
💎
Century Club
(38)
📈
Trend Setter
Conferences
ACL (8)
EMNLP (8)
NIPS (5)
AAAI (3)
COLING (3)
ACML (2)
CVPR (2)
ECCV (2)
ICCV (2)
ICLR (2)
AACL (1)
EACL (1)
JMLR (1)
RSS (1)
Top co-authors
Keywords
large language model
(8)
generative adversarial network
(5)
semantic parsing
(3)
text-to-sql parsing
(3)
model compression
(3)
benchmark evaluation
(3)
dialogue system
(2)
unsupervised learning
(2)
few-shot learning
(2)
grammar induction
(2)
natural language
(2)
text-to-image generation
(2)
pre-trained language model
(2)
graph encoder
(2)
in-context learning
(2)
deep learning
(2)
code generation
(2)
story visualization
(2)
causal inference
(2)
constituency parsing
(2)
Papers
Powering Verifiable Learning via Automated Evolutionary Data Synthesis
ACL 2026
Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought
EACL 2026
CLM-Access: A Specialized Foundation Model for High-Dimensional Single-Cell ATAC-Seq Analysis
AAAI 2026
NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors
AAAI 2025
Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation
ICLR 2025
DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale
ACL 2025
Beyond A Single AI Cluster: A Survey of Decentralized LLM Training
EMNLP 2025
Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study
COLING 2025
OpenHands: An Open Platform for AI Software Developers as Generalist Agents
ICLR 2025
SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution
ACL 2025
Bilevel Learning for Bilevel Planning
RSS 2025
Iterative Forward Tuning Boosts In-Context Learning in Language Models
ACL 2024
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation
NIPS 2024
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation
ACL 2024
PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks
JMLR 2024
PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework
ICCV 2023
VoxDet: Voxel Learning for Novel Instance Detection
NIPS 2023
History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling
ACL 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
NIPS 2023
PyPose: A Library for Robot Learning With Physics-Based Optimization
CVPR 2023
An Investigation of LLMs’ Inefficacy in Understanding Converse Relations
EMNLP 2023
Causal Document-Grounded Dialogue Pre-training
EMNLP 2023
Word-Level Fine-Grained Story Visualization
ECCV 2022
AirDet: Few-Shot Detection without Fine-Tuning for Autonomous Exploration
ECCV 2022
S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers
ACL 2022
Graph-to-Text Generation with Dynamic Structure Pruning
COLING 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers
COLING 2022
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation
EMNLP 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing
EMNLP 2022
Towards Generalizable and Robust Text-to-SQL Parsing
EMNLP 2022
Learning to Model Multimodal Semantic Alignment for Story Visualization
EMNLP 2022
Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models
EMNLP 2021
HiFT: Hierarchical Feature Transformer for Aerial Tracking
ICCV 2021
DPOQ: Dynamic Precision Onion Quantization
ACML 2021
ManiGAN: Text-Guided Image Manipulation
CVPR 2020
Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation
NIPS 2020
Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads
AACL 2020
DFQF: Data Free Quantization-aware Fine-tuning
ACML 2020
Controllable Text-to-Image Generation
NIPS 2019
An Imitation Learning Approach to Unsupervised Parsing
ACL 2019
Dependency Grammar Induction with a Neural Variational Transition-Based Parser
AAAI 2019