Y. Wu | 刘均 | 西安交通大学https://liujun-xjtu.github.io/zh/authors/y.-wu/Y. WuHugoBlox Kit (https://hugoblox.com)zh-HansThu, 01 Jan 2026 00:00:00 +0000AGT^AO: Robust and Stabilized LLM Unlearning via Adversarial Gating Training with Adaptive Orthogonalityhttps://liujun-xjtu.github.io/zh/publication/agtao-robust-and-stabilized-llm-unlearning-via-adversarial-gating-training-with-adaptive-orthogonali/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/agtao-robust-and-stabilized-llm-unlearning-via-adversarial-gating-training-with-adaptive-orthogonali/Beyond Layer-Wise Merging: Chain-of-Merging for Vision-Language Modelshttps://liujun-xjtu.github.io/zh/publication/beyond-layer-wise-merging-chain-of-merging-for-vision-language-models/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/beyond-layer-wise-merging-chain-of-merging-for-vision-language-models/Memory-Enriched Thought-by-Thought Framework for Complex Diagram Question Answeringhttps://liujun-xjtu.github.io/zh/publication/memory-enriched-thought-by-thought-framework-for-complex-diagram-question-answering/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/memory-enriched-thought-by-thought-framework-for-complex-diagram-question-answering/OptiVerse: A Comprehensive Benchmark towards Optimization Problem Solvinghttps://liujun-xjtu.github.io/zh/publication/optiverse-a-comprehensive-benchmark-towards-optimization-problem-solving/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/optiverse-a-comprehensive-benchmark-towards-optimization-problem-solving/PhysPRM: A Generative Process Reward Model with Fine-grained Diagnosis for Physics Problem Solvinghttps://liujun-xjtu.github.io/zh/publication/physprm-a-generative-process-reward-model-with-fine-grained-diagnosis-for-physics-problem-solving/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/physprm-a-generative-process-reward-model-with-fine-grained-diagnosis-for-physics-problem-solving/SketchVL: Policy Optimization via Fine-Grained Credit Assignment for Chart Understanding and Morehttps://liujun-xjtu.github.io/zh/publication/sketchvl-policy-optimization-via-fine-grained-credit-assignment-for-chart-understanding-and-more/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/sketchvl-policy-optimization-via-fine-grained-credit-assignment-for-chart-understanding-and-more/ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understandinghttps://liujun-xjtu.github.io/zh/publication/chartsketcher-reasoning-with-multimodal-feedback-and-reflection-for-chart-understanding/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/chartsketcher-reasoning-with-multimodal-feedback-and-reflection-for-chart-understanding/Cognitive Predictive Coding Network: Rethinking the Generalization in Raven Progressive Matriceshttps://liujun-xjtu.github.io/zh/publication/cognitive-predictive-coding-network-rethinking-the-generalization-in-raven-progressive-matrices/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/cognitive-predictive-coding-network-rethinking-the-generalization-in-raven-progressive-matrices/Diagram-driven course questions generationhttps://liujun-xjtu.github.io/zh/publication/diagram-driven-course-questions-generation/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/diagram-driven-course-questions-generation/LFSRM: Few-Shot Diagram-Sentence Matching via Local-Feedback Self-Regulating Memoryhttps://liujun-xjtu.github.io/zh/publication/lfsrm-few-shot-diagram-sentence-matching-via-local-feedback-self-regulating-memory/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/lfsrm-few-shot-diagram-sentence-matching-via-local-feedback-self-regulating-memory/PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoninghttps://liujun-xjtu.github.io/zh/publication/physreason-a-comprehensive-benchmark-towards-physics-based-reasoning/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/physreason-a-comprehensive-benchmark-towards-physics-based-reasoning/Diagram Visual Grounding: Learning to See with Gestalt-Perceptual Attentionhttps://liujun-xjtu.github.io/zh/publication/diagram-visual-grounding-learning-to-see-with-gestalt-perceptual-attention/Sun, 01 Jan 2023 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/diagram-visual-grounding-learning-to-see-with-gestalt-perceptual-attention/GPTR: Gestalt-Perception Transformer for Diagram Object Detectionhttps://liujun-xjtu.github.io/zh/publication/gptr-gestalt-perception-transformer-for-diagram-object-detection/Sun, 01 Jan 2023 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/gptr-gestalt-perception-transformer-for-diagram-object-detection/MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clusteringhttps://liujun-xjtu.github.io/zh/publication/matchprompt-prompt-based-open-relation-extraction-with-semantic-consistency-guided-clustering/Sat, 01 Jan 2022 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/matchprompt-prompt-based-open-relation-extraction-with-semantic-consistency-guided-clustering/MuL-GRN: Multi-Level Graph Relation Network for Few-Shot Node Classificationhttps://liujun-xjtu.github.io/zh/publication/mul-grn-multi-level-graph-relation-network-for-few-shot-node-classification/Sat, 01 Jan 2022 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/mul-grn-multi-level-graph-relation-network-for-few-shot-node-classification/Spatial-Semantic Collaborative Graph Network for Textbook Question Answeringhttps://liujun-xjtu.github.io/zh/publication/spatial-semantic-collaborative-graph-network-for-textbook-question-answering/Sat, 01 Jan 2022 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/spatial-semantic-collaborative-graph-network-for-textbook-question-answering/TGIN: Translation-Based Graph Inference Network for Few-Shot Relational Triplet Extractionhttps://liujun-xjtu.github.io/zh/publication/tgin-translation-based-graph-inference-network-for-few-shot-relational-triplet-extraction/Sat, 01 Jan 2022 00:00:00 +0000https://liujun-xjtu.github.io/zh/publication/tgin-translation-based-graph-inference-network-for-few-shot-relational-triplet-extraction/