← Authors

Hongxia Yang

50 papers · 2011–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (14) 🐝 Cross-Pollinator (9) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ‘₯ Mega-Team (29) 🀝 Dynamic Duo (12) πŸ”¬ Deep Specialist (13) πŸ† Grand Slam πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (201) πŸ”₯ Unstoppable (8) ❓ The Questioner ⚑ Prolific Year (10) πŸ’Ž Century Club (46)

Conferences

ACL (10) ICML (8) NIPS (8) AAAI (6) ICLR (6) IJCAI (4) IJCNLP (3) AISTATS (1) CVPR (1) EACL (1) ECCV (1) EMNLP (1)

Top co-authors

Chang Zhou (12) Junyang Lin (10) Jianbo Yuan (10) Jingren Zhou (9) Fei Wu (8) Jie Tang (7) Ming Ding (6) Jianxin Ma (6) Xiaotian Han (5) An Yang (5)

Keywords

large language model (6) multimodal learning (5) multimodal large language model (4) recommender system (4) benchmark evaluation (3) vision-language model (3) graph neural network (3) semantic alignment (3) question answering (3) cross-modal retrieval (3) relation alignment (2) image-text retrieval (2) image generation (2) task automation (2) graphical user interface (2) representation learning (2) end-to-end learning (2) multi-modal large language model (2) multi-modal learning (2) model compression (2)

Papers

InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization AAAI 2026
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection EACL 2026
EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation AAAI 2026
Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions AAAI 2026
ParallelComp: Parallel Long-Context Compressor for Length Extrapolation ICML 2025
OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use ACL 2025
DavIR: Data Selection via Implicit Reward for Large Language Models ACL 2025
Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model NIPS 2024
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation NIPS 2024
Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction ACL 2024
An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing ACL 2024
DeVAn: Dense Video Annotation for Video-Language Models ACL 2024
InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model ACL 2024
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild ACL 2024
Let Models Speak Ciphers: Multiagent Debate through Embeddings ICLR 2024
LEMON: Lossless model expansion ICLR 2024
$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis ICLR 2024
InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks ICML 2024
InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models NIPS 2024
Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation ICML 2024
Learning to Reweight for Generalizable Graph Neural Network AAAI 2024
Self-Infilling Code Generation ICML 2024
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling ICLR 2024
Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens CVPR 2023
Single Stage Virtual Try-On via Deformable Attention Flows ECCV 2022
Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably) ICML 2022
Reliable Adversarial Distillation with Unreliable Teachers ICLR 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework ICML 2022
KNAS: Green Neural Architecture Search ICML 2021
CogView: Mastering Text-to-Image Generation via Transformers NIPS 2021
UFC-BERT: Unifying Multi-Modal Controls for Conditional Image Synthesis NIPS 2021
Dynamic Memory based Attention Network for Sequential Recommendation AAAI 2021
Learning with Group Noise AAAI 2021
Learning Relation Alignment for Calibrated Cross-modal Retrieval ACL 2021
Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation ACL 2021
Learning to Rehearse in Long Sequence Memorization ICML 2021
Learning Relation Alignment for Calibrated Cross-modal Retrieval IJCNLP 2021
Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation IJCNLP 2021
Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities ICLR 2020
Dress like an Internet Celebrity: Fashion Retrieval in Videos IJCAI 2020
Counterfactual Prediction for Bundle Treatment NIPS 2020
CogLTX: Applying BERT to Long Texts NIPS 2020
Cognitive Graph for Multi-Hop Reading Comprehension at Scale ACL 2019
Towards Knowledge-Based Recommender Dialog System IJCNLP 2019
Learning Disentangled Representations for Recommendation NIPS 2019
Towards Knowledge-Based Recommender Dialog System EMNLP 2019
Hierarchical Representation Learning for Bipartite Graphs IJCAI 2019
Large Scale Evolving Graphs with Burst Detection IJCAI 2019
ANRL: Attributed Network Representation Learning via Deep Neural Networks IJCAI 2018
Dependent Hierarchical Beta Process for Image Interpolation and Denoising AISTATS 2011