Qingfu Zhu
33 papers · 2018–2026 · 6 venues · across top CS/AI venues
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table understanding
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speculative decoding
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attention mechanism
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dialogue generation
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model compression
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in-context learning
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text generation
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sql generation
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Papers
CAMERA: Multi-Matrix Joint Compression for MoE Models via Micro-Expert Redundancy Analysis
AAAI 2026
Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards
ACL 2026
Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction
AAAI 2026
Scaling Laws for Code: A More Data-Hungry Regime
ACL 2026
When Does Language Matter? Multilingual Instructions Reveal Step-wise Language Sensitivity in Vision-Language-Action Models
ACL 2026
Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval
ACL 2025
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits
COLING 2025
Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation
EMNLP 2025
DAC: Decomposed Automation Correction for Text-to-SQL
EMNLP 2025
Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query
EMNLP 2025
MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering
EMNLP 2025
MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL
COLING 2025
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
ACL 2025
RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals
EMNLP 2025
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types
ACL 2025
Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring
NAACL 2025
Tag-Evol: Achieving Efficient Instruction Evolving via Tag Injection
ACL 2025
Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling
ACL 2025
A Survey on Natural Language Processing for Programming
COLING 2024
Concise and Precise Context Compression for Tool-Using Language Models
ACL 2024
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes
ACL 2024
Exploring Hybrid Question Answering via Program-based Prompting
ACL 2024
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL
EMNLP 2024
Improving Grammatical Error Correction via Contextual Data Augmentation
ACL 2024
Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training
EMNLP 2024
OneBit: Towards Extremely Low-bit Large Language Models
NeurIPS 2024
Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts
EMNLP 2024
Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement
EMNLP 2024
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification
AAAI 2024
Neural Stylistic Response Generation with Disentangled Latent Variables
ACL 2021
Counterfactual Off-Policy Training for Neural Dialogue Generation
EMNLP 2020
Retrieval-Enhanced Adversarial Training for Neural Response Generation
ACL 2019
Context-Sensitive Generation of Open-Domain Conversational Responses
COLING 2018