Paper-Conference | Jun Liu | XJTUhttps://liujun-xjtu.github.io/en/publication_types/paper-conference/Paper-ConferenceHugoBlox Kit (https://hugoblox.com)en-usThu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/media/icon_hu_1c0e9cb08cfb822a.pngPaper-Conferencehttps://liujun-xjtu.github.io/en/publication_types/paper-conference/AGT^AO: Robust and Stabilized LLM Unlearning via Adversarial Gating Training with Adaptive Orthogonalityhttps://liujun-xjtu.github.io/en/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/en/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/en/publication/beyond-layer-wise-merging-chain-of-merging-for-vision-language-models/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/beyond-layer-wise-merging-chain-of-merging-for-vision-language-models/Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solvinghttps://liujun-xjtu.github.io/en/publication/dual-cluster-memory-agent-resolving-multi-paradigm-ambiguity-in-optimization-problem-solving/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/dual-cluster-memory-agent-resolving-multi-paradigm-ambiguity-in-optimization-problem-solving/Exploring Knowledge Conflicts for Faithful LLM Reasoning: Benchmark and Methodhttps://liujun-xjtu.github.io/en/publication/exploring-knowledge-conflicts-for-faithful-llm-reasoning-benchmark-and-method/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/exploring-knowledge-conflicts-for-faithful-llm-reasoning-benchmark-and-method/GeoLaux: A Benchmark for Evaluating MLLMs Geometry Performance on Long-Step Problems Requiring Auxiliary Lineshttps://liujun-xjtu.github.io/en/publication/geolaux-a-benchmark-for-evaluating-mllms-geometry-performance-on-long-step-problems-requiring-auxili/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/geolaux-a-benchmark-for-evaluating-mllms-geometry-performance-on-long-step-problems-requiring-auxili/Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agentshttps://liujun-xjtu.github.io/en/publication/locomo-plus-beyond-factual-cognitive-memory-evaluation-framework-for-llm-agents/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/locomo-plus-beyond-factual-cognitive-memory-evaluation-framework-for-llm-agents/MAPS: Multi-Agent Personality Shaping for Collaborative Reasoninghttps://liujun-xjtu.github.io/en/publication/maps-multi-agent-personality-shaping-for-collaborative-reasoning/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/maps-multi-agent-personality-shaping-for-collaborative-reasoning/MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimizationhttps://liujun-xjtu.github.io/en/publication/mars-multi-agent-adaptive-reasoning-with-socratic-guidance-for-automated-prompt-optimization/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/mars-multi-agent-adaptive-reasoning-with-socratic-guidance-for-automated-prompt-optimization/MAXS: Meta-Adaptive Exploration with LLM Agentshttps://liujun-xjtu.github.io/en/publication/maxs-meta-adaptive-exploration-with-llm-agents/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/maxs-meta-adaptive-exploration-with-llm-agents/MUR: Momentum Uncertainty guided Reasoning for Large Language Modelshttps://liujun-xjtu.github.io/en/publication/mur-momentum-uncertainty-guided-reasoning-for-large-language-models/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/mur-momentum-uncertainty-guided-reasoning-for-large-language-models/Neurodynamics-Driven Coupled Neural P Systems for Multi-Focus Image Fusionhttps://liujun-xjtu.github.io/en/publication/neurodynamics-driven-coupled-neural-p-systems-for-multi-focus-image-fusion/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/neurodynamics-driven-coupled-neural-p-systems-for-multi-focus-image-fusion/OptiVerse: A Comprehensive Benchmark towards Optimization Problem Solvinghttps://liujun-xjtu.github.io/en/publication/optiverse-a-comprehensive-benchmark-towards-optimization-problem-solving/Thu, 01 Jan 2026 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/optiverse-a-comprehensive-benchmark-towards-optimization-problem-solving/PhysPRM: A Generative Process Reward Model with Fine-grained Diagnosis for Physics Problem 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+0000https://liujun-xjtu.github.io/en/publication/causal-r-a-causal-reasoning-geometry-problem-solver-for-optimized-solution-exploration/ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understandinghttps://liujun-xjtu.github.io/en/publication/chartsketcher-reasoning-with-multimodal-feedback-and-reflection-for-chart-understanding/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/chartsketcher-reasoning-with-multimodal-feedback-and-reflection-for-chart-understanding/CoFFT: Chain of Foresight-Focus Thought for Visual Language Modelshttps://liujun-xjtu.github.io/en/publication/cofft-chain-of-foresight-focus-thought-for-visual-language-models/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/cofft-chain-of-foresight-focus-thought-for-visual-language-models/Cognitive Predictive Coding Network: Rethinking the Generalization in Raven Progressive 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+0000https://liujun-xjtu.github.io/en/publication/decoding-adaptive-foresight-sampling-for-balanced-inference-time-exploration-and-exploitation/Deliberation on Priors: Trustworthy Reasoning of LLMs on Knowledge Graphshttps://liujun-xjtu.github.io/en/publication/deliberation-on-priors-trustworthy-reasoning-of-llms-on-knowledge-graphs/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/deliberation-on-priors-trustworthy-reasoning-of-llms-on-knowledge-graphs/Diagram-driven course questions generationhttps://liujun-xjtu.github.io/en/publication/diagram-driven-course-questions-generation/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/diagram-driven-course-questions-generation/EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understandinghttps://liujun-xjtu.github.io/en/publication/evochart-a-benchmark-and-a-self-training-approach-towards-real-world-chart-understanding/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/evochart-a-benchmark-and-a-self-training-approach-towards-real-world-chart-understanding/Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoninghttps://liujun-xjtu.github.io/en/publication/genius-a-generalizable-and-purely-unsupervised-self-training-framework-for-advanced-reasoning/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/genius-a-generalizable-and-purely-unsupervised-self-training-framework-for-advanced-reasoning/GlFoMR: A Glance-then-Focus Multimodal Reasoning Framework for Diagram Question Answeringhttps://liujun-xjtu.github.io/en/publication/glfomr-a-glance-then-focus-multimodal-reasoning-framework-for-diagram-question-answering/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/glfomr-a-glance-then-focus-multimodal-reasoning-framework-for-diagram-question-answering/Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Modelshttps://liujun-xjtu.github.io/en/publication/interactive-evolution-a-neural-symbolic-self-training-framework-for-large-language-models/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/interactive-evolution-a-neural-symbolic-self-training-framework-for-large-language-models/Logic-Aware Knowledge Graph Reasoning for Structural Sparsity under LLM Supervisionhttps://liujun-xjtu.github.io/en/publication/logic-aware-knowledge-graph-reasoning-for-structural-sparsity-under-llm-supervision/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/logic-aware-knowledge-graph-reasoning-for-structural-sparsity-under-llm-supervision/Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Predictionhttps://liujun-xjtu.github.io/en/publication/metapath-and-hypergraph-structure-based-multi-channel-graph-contrastive-learning-for-student-perform/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/metapath-and-hypergraph-structure-based-multi-channel-graph-contrastive-learning-for-student-perform/PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoninghttps://liujun-xjtu.github.io/en/publication/physreason-a-comprehensive-benchmark-towards-physics-based-reasoning/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/physreason-a-comprehensive-benchmark-towards-physics-based-reasoning/ResoFilter: Fine-grained Synthetic Data Filtering for LLMs through Data-Parameter Resonance Analysishttps://liujun-xjtu.github.io/en/publication/resofilter-fine-grained-synthetic-data-filtering-for-llms-through-data-parameter-resonance-analysis/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/resofilter-fine-grained-synthetic-data-filtering-for-llms-through-data-parameter-resonance-analysis/Rethinking Continual Knowledge Graph Embedding: Benchmarks and Analysishttps://liujun-xjtu.github.io/en/publication/rethinking-continual-knowledge-graph-embedding-benchmarks-and-analysis/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/rethinking-continual-knowledge-graph-embedding-benchmarks-and-analysis/SAGE: Scale-Aware Gradual Evolution for Continual Knowledge Graph Embeddinghttps://liujun-xjtu.github.io/en/publication/sage-scale-aware-gradual-evolution-for-continual-knowledge-graph-embedding/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/sage-scale-aware-gradual-evolution-for-continual-knowledge-graph-embedding/VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoninghttps://liujun-xjtu.github.io/en/publication/vprochart-answering-chart-question-through-visual-perception-alignment-agent-and-programmatic-soluti/Wed, 01 Jan 2025 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/vprochart-answering-chart-question-through-visual-perception-alignment-agent-and-programmatic-soluti/A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extractionhttps://liujun-xjtu.github.io/en/publication/a-semantic-mention-graph-augmented-model-for-document-level-event-argument-extraction/Mon, 01 Jan 2024 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/a-semantic-mention-graph-augmented-model-for-document-level-event-argument-extraction/A Symbolic Rule Integration Framework with Logic Transformer for Inductive Relation Predictionhttps://liujun-xjtu.github.io/en/publication/a-symbolic-rule-integration-framework-with-logic-transformer-for-inductive-relation-prediction/Mon, 01 Jan 2024 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/a-symbolic-rule-integration-framework-with-logic-transformer-for-inductive-relation-prediction/CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answeringhttps://liujun-xjtu.github.io/en/publication/cog-dqa-chain-of-guiding-learning-with-large-language-models-for-diagram-question-answering/Mon, 01 Jan 2024 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/cog-dqa-chain-of-guiding-learning-with-large-language-models-for-diagram-question-answering/E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generatorhttps://liujun-xjtu.github.io/en/publication/e-gps-explainable-geometry-problem-solving-via-top-down-solver-and-bottom-up-generator/Mon, 01 Jan 2024 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/e-gps-explainable-geometry-problem-solving-via-top-down-solver-and-bottom-up-generator/LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregationhttps://liujun-xjtu.github.io/en/publication/lafa-multimodal-knowledge-graph-completion-with-link-aware-fusion-and-aggregation/Mon, 01 Jan 2024 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/lafa-multimodal-knowledge-graph-completion-with-link-aware-fusion-and-aggregation/Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answeringhttps://liujun-xjtu.github.io/en/publication/look-listen-and-answer-overcoming-biases-for-audio-visual-question-answering/Mon, 01 Jan 2024 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/look-listen-and-answer-overcoming-biases-for-audio-visual-question-answering/Mixed Geometry Message and Trainable Convolutional Attention Network for KG Completionhttps://liujun-xjtu.github.io/en/publication/mixed-geometry-message-and-trainable-convolutional-attention-network-for-kg-completion/Mon, 01 Jan 2024 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/mixed-geometry-message-and-trainable-convolutional-attention-network-for-kg-completion/PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question 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+0000https://liujun-xjtu.github.io/en/publication/symbol-llm-towards-foundational-symbol-centric-interface-for-large-language-models/Untargeted Adversarial Attack on Knowledge Graph Embeddingshttps://liujun-xjtu.github.io/en/publication/untargeted-adversarial-attack-on-knowledge-graph-embeddings/Mon, 01 Jan 2024 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/untargeted-adversarial-attack-on-knowledge-graph-embeddings/When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Modelshttps://liujun-xjtu.github.io/en/publication/when-phrases-meet-probabilities-enabling-open-relation-extraction-with-cooperating-large-language-mo/Mon, 01 Jan 2024 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/when-phrases-meet-probabilities-enabling-open-relation-extraction-with-cooperating-large-language-mo/B2-Sampling: Fusing Balanced and Biased Sampling for Graph Contrastive Learninghttps://liujun-xjtu.github.io/en/publication/b2-sampling-fusing-balanced-and-biased-sampling-for-graph-contrastive-learning/Sun, 01 Jan 2023 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/b2-sampling-fusing-balanced-and-biased-sampling-for-graph-contrastive-learning/Diagram Visual Grounding: Learning to See with Gestalt-Perceptual Attentionhttps://liujun-xjtu.github.io/en/publication/diagram-visual-grounding-learning-to-see-with-gestalt-perceptual-attention/Sun, 01 Jan 2023 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/diagram-visual-grounding-learning-to-see-with-gestalt-perceptual-attention/GBTTE: Graph Attention Network Based Bus Travel Time Estimationhttps://liujun-xjtu.github.io/en/publication/gbtte-graph-attention-network-based-bus-travel-time-estimation/Sun, 01 Jan 2023 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/gbtte-graph-attention-network-based-bus-travel-time-estimation/GPTR: Gestalt-Perception Transformer for Diagram Object Detectionhttps://liujun-xjtu.github.io/en/publication/gptr-gestalt-perception-transformer-for-diagram-object-detection/Sun, 01 Jan 2023 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/gptr-gestalt-perception-transformer-for-diagram-object-detection/Relation-Aware Multi-Positive Contrastive Knowledge Graph Completionhttps://liujun-xjtu.github.io/en/publication/relation-aware-multi-positive-contrastive-knowledge-graph-completion/Sun, 01 Jan 2023 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/relation-aware-multi-positive-contrastive-knowledge-graph-completion/Synthesize, Prompt and Transfer: Zero-shot Conversational Question Generationhttps://liujun-xjtu.github.io/en/publication/synthesize-prompt-and-transfer-zero-shot-conversational-question-generation/Sun, 01 Jan 2023 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/synthesize-prompt-and-transfer-zero-shot-conversational-question-generation/TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoninghttps://liujun-xjtu.github.io/en/publication/techs-temporal-logical-graph-networks-for-explainable-extrapolation-reasoning/Sun, 01 Jan 2023 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/techs-temporal-logical-graph-networks-for-explainable-extrapolation-reasoning/BusWTE: Realtime Bus Waiting Time Estimation of GPS Missing via Multi-Task Learninghttps://liujun-xjtu.github.io/en/publication/buswte-realtime-bus-waiting-time-estimation-of-gps-missing-via-multi-task-learning/Sat, 01 Jan 2022 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/buswte-realtime-bus-waiting-time-estimation-of-gps-missing-via-multi-task-learning/Computer Science Diagram Understanding with Topology Parsinghttps://liujun-xjtu.github.io/en/publication/computer-science-diagram-understanding-with-topology-parsing/Sat, 01 Jan 2022 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/computer-science-diagram-understanding-with-topology-parsing/Incorporating Context Graph 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+0000https://liujun-xjtu.github.io/en/publication/inductive-relation-prediction-with-logical-reasoning-using-contrastive-representations/Logiformer: A Two-Branch Graph Transformer Network for Interpretable Logical Reasoninghttps://liujun-xjtu.github.io/en/publication/logiformer-a-two-branch-graph-transformer-network-for-interpretable-logical-reasoning/Sat, 01 Jan 2022 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/logiformer-a-two-branch-graph-transformer-network-for-interpretable-logical-reasoning/MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clusteringhttps://liujun-xjtu.github.io/en/publication/matchprompt-prompt-based-open-relation-extraction-with-semantic-consistency-guided-clustering/Sat, 01 Jan 2022 00:00:00 +0000https://liujun-xjtu.github.io/en/publication/matchprompt-prompt-based-open-relation-extraction-with-semantic-consistency-guided-clustering/CSDQA: Diagram Question Answering in Computer 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