Huzefa Rangwala
25 papers · 2013–2026 · 9 venues · across top CS/AI venues
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large language model
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representation learning
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semantic parsing
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sign language recognition
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information bottleneck
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information retrieval
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table understanding
(2)
knowledge graph
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graph retrieval
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fair representation
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retrieval-augmented generation
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zero-shot learning
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question answering
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pose estimation
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natural language generation
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cross-lingual transfer
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algorithmic fairness
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in-context learning
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cross-modal retrieval
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self-supervised learning
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Papers
SQL-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-SQL
ACL 2026
When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors
ACL 2026
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
ICLR 2025
AutoG: Towards automatic graph construction from tabular data
ICLR 2025
BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering
EMNLP 2025
DeCaf: A Causal Decoupling Framework for OOD Generalization on Node Classification
AISTATS 2025
DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery
NAACL 2025
HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases
ACL 2025
PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes
NAACL 2025
Protein Structure Tokenization: Benchmarking and New Recipe
ICML 2025
Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer
ICLR 2025
BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs
ICLR 2024
CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage
EMNLP 2024
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
ICLR 2024
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
ICLR 2024
NameGuess: Column Name Expansion for Tabular Data
EMNLP 2023
Improving Zero-Shot Event Extraction via Sentence Simplification
EMNLP 2022
SoFaiR: Single Shot Fair Representation Learning
IJCAI 2022
Fair Representations by Compression
AAAI 2021
Hand Pose Guided 3D Pooling for Word-Level Sign Language Recognition
WACV 2021
Learning Smooth and Fair Representations
AISTATS 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling
EMNLP 2021
American Sign Language Recognition Using an FMCW Wireless Sensor (Student Abstract)
AAAI 2020
mdfa: Multi-Differential Fairness Auditor for Black Box Classifiers
IJCAI 2019
Protein Function Prediction by Integrating Multiple Kernels
IJCAI 2013