Yan Gao

Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models ACL 2026 Learning by Analogy: A Causal Framework for Compositional Generalization CVPR 2026 R³A: Reinforced Reasoning for Relevance Assessment for RAG in User-Generated Content Platforms ACL 2026 SPARD: Self-Paced Curriculum for RL Alignment via Integrating Reward Dynamics and Data Utility ACL 2026 Are Large Language Models Ready for Multi-Turn Tabular Data Analysis? ICML 2025 DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision EMNLP 2025 DEPT: Decoupled Embeddings for Pre-training Language Models ICLR 2025 Divide and Orthogonalize: Efficient Continual Learning with Local Model Space Projection UAI 2025 MoDification: Mixture of Depths Made Easy NAACL 2025 RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios EMNLP 2025 SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment EMNLP 2025 STIMULUS: Achieving Fast Convergence and Low Sample Complexity in Stochastic Multi-Objective Learning UAI 2025 Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair EMNLP 2025 Towards the Law of Capacity Gap in Distilling Language Models ACL 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 AMPO: Automatic Multi-Branched Prompt Optimization EMNLP 2024 AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries AAAI 2024 Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages ICLR 2024 DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? EMNLP 2024 E5: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate NAACL 2024 Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval ACL 2024 Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning ICML 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 PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference ACL 2024 StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024 Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries AAAI 2024 VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation NeurIPS 2024 Vript: A Video Is Worth Thousands of Words NeurIPS 2024 2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023 A First Look into the Carbon Footprint of Federated Learning JMLR 2023 CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data EMNLP 2023 Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL ACL 2023 L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning ICCV 2023 Learning Attribute and Class-Specific Representation Duet for Fine-Grained Fashion Analysis CVPR 2023 MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing AAAI 2023 OvarNet: Towards Open-Vocabulary Object Attribute Recognition CVPR 2023 TACR: A Table Alignment-based Cell Selection Method for HybridQA ACL 2023 Uncovering and Categorizing Social Biases in Text-to-SQL ACL 2023 Uncovering and Quantifying Social Biases in Code Generation NeurIPS 2023 Federated Self-Supervised Learning for Video Understanding ECCV 2022 Federated Self-supervised Speech Representations: Are We There Yet? Interspeech 2022 Fine-Grained Fashion Representation Learning by Online Deep Clustering ECCV 2022 HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation ACL 2022 Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity ACL 2022 LogiGAN: Learning Logical Reasoning via Adversarial Pre-training NeurIPS 2022 NFormer: Robust Person Re-Identification With Neighbor Transformer CVPR 2022 Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal CVPR 2022 Reasoning Like Program Executors EMNLP 2022 Spelling Correction using Phonetics in E-commerce Search ACL 2022 Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022 Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ACL 2022 ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity ICLR 2022 Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing IJCAI 2021 Translating Headers of Tabular Data: A Pilot Study of Schema Translation EMNLP 2021 Compositional Generalization by Learning Analytical Expressions NeurIPS 2020 RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task IJCAI 2020 “What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL EMNLP 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