Songyang Zhang

Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains ACL 2026 Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination AAAI 2026 RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents ACL 2026 Are Your LLMs Capable of Stable Reasoning? ACL 2025 Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law ACL 2025 CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025 Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025 DualGFL: Federated Learning with a Dual-Level Coalition-Auction Game AAAI 2025 InternLM-Law: An Open-Sourced Chinese Legal Large Language Model COLING 2025 LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation ICCV 2025 OpenHuEval: Evaluating Large Language Model on Hungarian Specifics ACL 2025 UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios AAAI 2025 Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks NAACL 2024 Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations ACL 2024 BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn Dialogues NAACL 2024 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 From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models CVPR 2024 GTA: A Benchmark for General Tool Agents NeurIPS 2024 InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NeurIPS 2024 LawBench: Benchmarking Legal Knowledge of Large Language Models EMNLP 2024 LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models ACL 2024 MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ACL 2024 MMBENCH: Is Your Multi-Modal Model an All-around Player? ECCV 2024 Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs NeurIPS 2024 ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs EMNLP 2024 T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step ACL 2024 Improving Pixel-based MIM by Reducing Wasted Modeling Capability ICCV 2023 Make-A-Video: Text-to-Video Generation without Text-Video Data ICLR 2023 RIFormer: Keep Your Vision Backbone Effective but Removing Token Mixer CVPR 2023 TG-VQA: Ternary Game of Video Question Answering IJCAI 2023 Action Quality Assessment with Temporal Parsing Transformer ECCV 2022 Expanding Language-Image Pretrained Models for General Video Recognition ECCV 2022 Learning a Grammar Inducer from Massive Uncurated Instructional Videos EMNLP 2022 Learning Semantic Correspondence with Sparse Annotations ECCV 2022 MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration ECCV 2022 SGTR: End-to-End Scene Graph Generation With Transformer CVPR 2022 The Devil Is in the Labels: Noisy Label Correction for Robust Scene Graph Generation CVPR 2022 Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation CVPR 2021 Boundary Proposal Network for Two-stage Natural Language Video Localization AAAI 2021 Distribution Alignment: A Unified Framework for Long-Tail Visual Recognition CVPR 2021 Dynamic Grained Encoder for Vision Transformers NeurIPS 2021 Learning Implicit Temporal Alignment for Few-shot Video Classification IJCAI 2021 SAT: 2D Semantics Assisted Training for 3D Visual Grounding ICCV 2021 Video-aided Unsupervised Grammar Induction NAACL 2021 Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language AAAI 2020 Part-aware Prototype Network for Few-shot Semantic Segmentation ECCV 2020 Transformer with Bidirectional Decoder for Speech Recognition Interspeech 2020 A Dual Attention Network with Semantic Embedding for Few-Shot Learning AAAI 2019 Dynamic Context Correspondence Network for Semantic Alignment ICCV 2019 LatentGNN: Learning Efficient Non-local Relations for Visual Recognition ICML 2019 Predicting Salient Face in Multiple-Face Videos CVPR 2017