← Authors

Yan Gao

58 papers · 2013–2025 · 16 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (16) πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (10) πŸ—ΊοΈ Taxonomy Completionist (117) πŸ‘‘ Triple Crown 🀝 Dynamic Duo (21) πŸ† Grand Slam ❓ The Questioner (4) ⚑ Prolific Year (14) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (58) πŸ—ƒοΈ Keyword Collector (247) πŸ“ˆ Trend Setter

Conferences

EMNLP (13) ACL (11) NIPS (5) AAAI (4) CVPR (4) ICCV (3) ICLR (3) COLING (2) ECCV (2) ICML (2) IJCAI (2) NAACL (2) UAI (2) EACL (1) INTERSPEECH (1) JMLR (1)

Top co-authors

Jian-Guang Lou (21) Yao Hu (14) Dongmei Zhang (7) Meizhi Zhong (5) Bei Chen (5) Xikai Liu (5) Qian Liu (5) Jiaqi Guo (5) Qimeng Wang (4) Xinchi Qiu (4)

Keywords

large language model (10) semantic parsing (8) model compression (5) code generation (4) language model (4) table question answering (4) federated learning (3) retrieval-augmented generation (3) prompt engineering (3) information retrieval (3) knowledge distillation (3) video understanding (2) adversarial training (2) domain adaptation (2) multimodal learning (2) visual representation (2) representation learning (2) adversarial robustness (2) neural machine translation (2) in-context learning (2)

Papers

RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios EMNLP 2025
STIMULUS: Achieving Fast Convergence and Low Sample Complexity in Stochastic Multi-Objective Learning UAI 2025
Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective COLING 2025
ZigZagKV: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty COLING 2025
Towards the Law of Capacity Gap in Distilling Language Models ACL 2025
Divide and Orthogonalize: Efficient Continual Learning with Local Model Space Projection UAI 2025
Are Large Language Models Ready for Multi-Turn Tabular Data Analysis? ICML 2025
MoDification: Mixture of Depths Made Easy NAACL 2025
DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision EMNLP 2025
Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair EMNLP 2025
DEPT: Decoupled Embeddings for Pre-training Language Models ICLR 2025
SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment EMNLP 2025
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? EMNLP 2024
Vript: A Video Is Worth Thousands of Words NIPS 2024
Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages ICLR 2024
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning ICML 2024
VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation NIPS 2024
PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference ACL 2024
Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval ACL 2024
Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking AAAI 2024
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries EACL 2024
AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries AAAI 2024
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries AAAI 2024
E5: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate NAACL 2024
AMPO: Automatic Multi-Branched Prompt Optimization EMNLP 2024
StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024
A First Look into the Carbon Footprint of Federated Learning JMLR 2023
Uncovering and Quantifying Social Biases in Code Generation NIPS 2023
CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data EMNLP 2023
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning ICCV 2023
TACR: A Table Alignment-based Cell Selection Method for HybridQA ACL 2023
Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL ACL 2023
Uncovering and Categorizing Social Biases in Text-to-SQL ACL 2023
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing AAAI 2023
2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023
OvarNet: Towards Open-Vocabulary Object Attribute Recognition CVPR 2023
Learning Attribute and Class-Specific Representation Duet for Fine-Grained Fashion Analysis CVPR 2023
Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal CVPR 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training NIPS 2022
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation ACL 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ACL 2022
Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity ACL 2022
Spelling Correction using Phonetics in E-commerce Search ACL 2022
NFormer: Robust Person Re-Identification With Neighbor Transformer CVPR 2022
Fine-Grained Fashion Representation Learning by Online Deep Clustering ECCV 2022
Federated Self-Supervised Learning for Video Understanding ECCV 2022
Reasoning Like Program Executors EMNLP 2022
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity ICLR 2022
Federated Self-supervised Speech Representations: Are We There Yet? INTERSPEECH 2022
Translating Headers of Tabular Data: A Pilot Study of Schema Translation EMNLP 2021
Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing IJCAI 2021
RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task IJCAI 2020
β€œWhat Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL EMNLP 2020
Compositional Generalization by Learning Analytical Expressions NIPS 2020
C-MIDN: Coupled Multiple Instance Detection Network With Segmentation Guidance for Weakly Supervised Object Detection ICCV 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation ACL 2019
Collaborative Active Learning of a Kernel Machine Ensemble for Recognition ICCV 2013