Lingling Zhang
24 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(17)
Core AI
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Machine Learning
(11)
Deep Learning
(8)
Computer Vision
(7)
Natural Language Processing
(7)
Applications
(6)
Learning Types Β· Machine Learning
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Keywords
large language model
(5)
geometry problem solving
(3)
multimodal large language model
(2)
gestalt perception
(2)
chart understanding
(2)
attention mechanism
(2)
open relation extraction
(2)
question answering
(2)
neural network
(2)
diagram understanding
(2)
vision-language model
(2)
mathematical reasoning
(2)
graph neural network
(2)
knowledge transfer
(1)
policy optimization
(1)
visual question answering
(1)
action recognition
(1)
zero-shot learning
(1)
logical reasoning
(1)
inductive reasoning
(1)
Papers
Beyond Layer-Wise Merging: Chain-of-Merging for Vision-Language Models
CVPR 2026
CL-DMDF: Dynamic Multimodal Data Fusion Model Based on Contrastive Learning
AAAI 2026
Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving
ACL 2026
Encode Geometric Diagram as Geo-Graph in Geometry Problem Solving
AAAI 2026
GeoLaux: A Benchmark for Evaluating MLLMsβ Geometry Performance on Long-Step Problems Requiring Auxiliary Lines
ACL 2026
Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents
ACL 2026
MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning
AAAI 2026
Neurodynamics-Driven Coupled Neural P Systems for Multi-Focus Image Fusion
CVPR 2026
SketchVL: Policy Optimization via Fine-Grained Credit Assignment for Chart Understanding and More
CVPR 2026
ST-SAM: Multimodal Scene Text Segmentation with Dense Visual and Sparse Textual Prompts via SAM
AAAI 2026
Diagram-Driven Course Questions Generation
EMNLP 2025
EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding
AAAI 2025
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
ACL 2025
VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning
AAAI 2025
CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering
CVPR 2024
E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator
CVPR 2024
When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models
ACL 2024
Diagram Visual Grounding: Learning to See with Gestalt-Perceptual Attention
IJCAI 2023
GPTR: Gestalt-Perception Transformer for Diagram Object Detection
AAAI 2023
Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations
EMNLP 2022
MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering
EMNLP 2022
SPARQA: Skeleton-Based Semantic Parsing for Complex Questions over Knowledge Bases
AAAI 2020
ZSTAD: Zero-Shot Temporal Activity Detection
CVPR 2020
Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression
IJCAI 2017