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Bowen Li

41 papers · 2019–2026 · 14 conferences · across top CS/AI conferences

Achievements

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+13 more ↓ 🌍 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)

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