Hongxia Yang

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