Songyang Zhang

50 papers · 2017–2026 · 13 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (8) 🌈 Renaissance Researcher (6) 🗺️ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (13) 🐝 Cross-Pollinator (12) 👥 Mega-Team (24) 🏆 Grand Slam 🔬 Deep Specialist (10) 🧬 Topic Evolution 🤝 Dynamic Duo (19) 🗃️ Keyword Collector (220) ❓ The Questioner (3) ⚡ Prolific Year (7) 🚀 Conference Pioneer 📈 Trend Setter 💎 Century Club (49) 🔥 Unstoppable (7)

Conferences

ACL (8) CVPR (7) AAAI (6) ECCV (6) EMNLP (4) ICCV (4) NAACL (4) NIPS (4) ICML (2) IJCAI (2) COLING (1) ICLR (1) INTERSPEECH (1)

Top co-authors

Kai Chen (19) Dahua Lin (13) Xuming He (12) Haodong Duan (8) Wenwei Zhang (6) Hongwei Liu (5) Conghui He (5) Shipeng Yan (4) Jiebo Luo (4) Rongjie Li (3)

Research topics

Mathematics (1)

Keywords

large language model (13) benchmark evaluation (7) evaluation benchmark (5) scene graph generation (4) few-shot learning (3) image classification (3) multi-modal learning (3) vision transformer (3) vision language model (3) graph neural network (3) visual recognition (2) game theory (2) semantic segmentation (2) class imbalance (2) reinforcement learning (2) unsupervised learning (2) grammar induction (2) automatic speech recognition (2) natural language understanding (2) mathematical reasoning (2)

Papers

Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination AAAI 2026

UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios AAAI 2025

Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025

Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law ACL 2025

OpenHuEval: Evaluating Large Language Model on Hungarian Specifics ACL 2025

Are Your LLMs Capable of Stable Reasoning? ACL 2025

InternLM-Law: An Open-Sourced Chinese Legal Large Language Model COLING 2025

DualGFL: Federated Learning with a Dual-Level Coalition-Auction Game AAAI 2025

LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation ICCV 2025

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025

Fake Alignment: Are LLMs Really Aligned Well? NAACL 2024

FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data ICML 2024

BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn Dialogues NAACL 2024

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NIPS 2024

T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step ACL 2024

Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations ACL 2024

MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ACL 2024

LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models ACL 2024

GTA: A Benchmark for General Tool Agents NIPS 2024

Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs NIPS 2024

From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models CVPR 2024

Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks NAACL 2024

MMBENCH: Is Your Multi-Modal Model an All-around Player? ECCV 2024

LawBench: Benchmarking Legal Knowledge of Large Language Models EMNLP 2024

ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs EMNLP 2024

Make-A-Video: Text-to-Video Generation without Text-Video Data ICLR 2023

TG-VQA: Ternary Game of Video Question Answering IJCAI 2023

RIFormer: Keep Your Vision Backbone Effective but Removing Token Mixer CVPR 2023

Improving Pixel-based MIM by Reducing Wasted Modeling Capability ICCV 2023

Learning Semantic Correspondence with Sparse Annotations ECCV 2022

The Devil Is in the Labels: Noisy Label Correction for Robust Scene Graph Generation CVPR 2022

SGTR: End-to-End Scene Graph Generation With Transformer CVPR 2022

Learning a Grammar Inducer from Massive Uncurated Instructional Videos EMNLP 2022

Expanding Language-Image Pretrained Models for General Video Recognition ECCV 2022

Action Quality Assessment with Temporal Parsing Transformer ECCV 2022

MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration ECCV 2022

Distribution Alignment: A Unified Framework for Long-Tail Visual Recognition CVPR 2021

Boundary Proposal Network for Two-stage Natural Language Video Localization AAAI 2021

Dynamic Grained Encoder for Vision Transformers NIPS 2021

Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation CVPR 2021

SAT: 2D Semantics Assisted Training for 3D Visual Grounding ICCV 2021

Learning Implicit Temporal Alignment for Few-shot Video Classification IJCAI 2021

Video-aided Unsupervised Grammar Induction NAACL 2021

Part-aware Prototype Network for Few-shot Semantic Segmentation ECCV 2020

Transformer with Bidirectional Decoder for Speech Recognition INTERSPEECH 2020

Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language AAAI 2020

Dynamic Context Correspondence Network for Semantic Alignment ICCV 2019

LatentGNN: Learning Efficient Non-local Relations for Visual Recognition ICML 2019

A Dual Attention Network with Semantic Embedding for Few-Shot Learning AAAI 2019

Predicting Salient Face in Multiple-Face Videos CVPR 2017