Pengxiang Li
9 papers · 2021–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β‘
Prolific Year
(5)
Conferences
ICLR (2)
WACV (2)
AAAI (1)
ACL (1)
CVPR (1)
EACL (1)
NIPS (1)
Top co-authors
Keywords
multimodal large language model
(2)
benchmark evaluation
(1)
visual perception
(1)
disparity estimation
(1)
video generation
(1)
depth estimation
(1)
object tracking
(1)
semantic alignment
(1)
computational efficiency
(1)
hierarchical reasoning
(1)
stereo matching
(1)
occlusion handling
(1)
feedback mechanism
(1)
exploration policy
(1)
diffusion model
(1)
vision language model
(1)
low-rank adaptation
(1)
model fine-tuning
(1)
trajectory control
(1)
task automation
(1)
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
Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN
ICLR 2025
Automated Evaluation of Large Vision-Language Models on Self-Driving Corner Cases
WACV 2025
TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models
WACV 2025
Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage
ICLR 2025
Outlier-weighed Layerwise Sampling for LLM Fine-tuning
ACL 2025
FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models
NIPS 2024
A Decomposition Model for Stereo Matching
CVPR 2021