Bo Zheng

AdaSpark: Adaptive Sparsity for Efficient Long-Video Understanding CVPR 2026 All Languages Matter: Understanding and Mitigating Language Bias in Multilingual RAG ACL 2026 CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling ACL 2026 Contribution-aware Token Compression for Efficient Video Understanding via Reinforcement Learning AAAI 2026 Cross-modal Identity Mapping: Minimizing Information Loss in Modality Conversion via Reinforcement Learning CVPR 2026 DeepPhy: Benchmarking Agentic VLMs on Physical Reasoning AAAI 2026 Enabling Agents to Communicate Entirely in Latent Space ACL 2026 FloodDiffusion: Tailored Diffusion Forcing for Streaming Motion Generation CVPR 2026 GIFT: Global Irreplaceability Frame Targeting for Efficient Video Understanding CVPR 2026 Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs CVPR 2026 GRAPHIA: Harnessing Social Graph Data to Enhance LLM-Based Social Simulation ACL 2026 Identity-Preserving Image-to-Video Generation via Reward-Guided Optimization CVPR 2026 Learning from the Irrecoverable: Error-Localized Policy Optimization for Tool-Integrated LLM Reasoning ACL 2026 MIRAGE: Towards AI-Generated Image Detection in the Wild AAAI 2026 Mobile-R1: Towards Interactive Capability for VLM-Based Mobile Agent via Systematic Training ACL 2026 MOON2.0: Dynamic Modality-balanced Multimodal Representation Learning for E-commerce Product Understanding CVPR 2026 Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration EACL 2026 Read As Human: Compressing Context via Parallelizable Close Reading and Skimming ACL 2026 Reasoning Palette: Modulating Reasoning via Latent Contextualization for Controllable Exploration for (V)LMs CVPR 2026 RollArt: Disaggregated Multi-Task Agentic RL Training at Scale OSDI 2026 RollPacker: Taming Long-Tail Rollouts for RL Post-Training with Tail Batching NSDI 2026 SELECting over Tokens: Curating Pre-training Data at Scale via Token Classification ACL 2026 ShopSimulator: Evaluating and Exploring RL-Driven LLM Agent for Shopping Assistants ACL 2026 SpatialReward: Verifiable Spatial Reward Modeling for Fine-Grained Spatial Consistency in Text-to-Image Generation CVPR 2026 Thinking with Drafts: Speculative Temporal Reasoning for Efficient Long Video Understanding CVPR 2026 Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph ACL 2026 Trimming the Fat: Redundancy-Aware Acceleration Framework for DGNNs AAAI 2026 Unified Thinker: A General Reasoning Core for Image Generation ACL 2026 UniLS: End-to-End Audio-Driven Avatars for Unified Listening and Speaking CVPR 2026 USB: A COMPREHENSIVE AND UNIFIED SAFETY EVALUATION BENCHMARK FOR MULTIMODAL LARGE LANGUAGE MODELS ACL 2026 ViT$^3$: Unlocking Test-Time Training in Vision CVPR 2026 2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision NAACL 2025 AIGuard: A Benchmark and Lightweight Detection for E-commerce AIGC Risks ACL 2025 AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025 Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? ACL 2025 Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models ACL 2025 Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models ACL 2025 CombatVLA: An Efficient Vision-Language-Action Model for Combat Tasks in 3D Action Role-Playing Games ICCV 2025 D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning IJCAI 2025 Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models ACL 2025 Differentiable Solver Search for Fast Diffusion Sampling ICML 2025 Do not Abstain! Identify and Solve the Uncertainty ACL 2025 Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information ICLR 2025 GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025 HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States ACL 2025 How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models EMNLP 2025 INTER: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling ICCV 2025 LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025 LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating ACL 2025 M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation ACL 2025 Minimal Impact ControlNet: Advancing Multi-ControlNet Integration ICLR 2025 MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples COLING 2025 MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models ICLR 2025 OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs ICLR 2025 PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization ACL 2025 PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering CVPR 2025 ProgCo: Program Helps Self-Correction of Large Language Models ACL 2025 RHanDS: Refining Malformed Hands for Generated Images with Decoupled Structure and Style Guidance AAAI 2025 RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness CVPR 2025 See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models ACL 2025 Small Models are LLM Knowledge Triggers for Medical Tabular Prediction ICLR 2025 SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression EMNLP 2025 Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation EMNLP 2025 VC4VG: Optimizing Video Captions for Text-to-Video Generation EMNLP 2025 Accelerating Image Generation with Sub-path Linear Approximation Model ECCV 2024 AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games NeurIPS 2024 ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models ACL 2024 D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models NeurIPS 2024 DDK: Distilling Domain Knowledge for Efficient Large Language Models NeurIPS 2024 Demystify Mamba in Vision: A Linear Attention Perspective NeurIPS 2024 Dr.Hair: Reconstructing Scalp-Connected Hair Strands without Pre-Training via Differentiable Rendering of Line Segments CVPR 2024 E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024 EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling CVPR 2024 Exploring DCN-like architecture for fast image generation with arbitrary resolution NeurIPS 2024 GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation EMNLP 2024 GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models EMNLP 2024 Making Pre-trained Language Models Great on Tabular Prediction ICLR 2024 MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues ACL 2024 Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization AAAI 2024 SEGMENT+: Long Text Processing with Short-Context Language Models EMNLP 2024 Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline ACL 2024 Turbo: Informativity-Driven Acceleration Plug-In for Vision-Language Large Models ECCV 2024 Combating Bilateral Edge Noise for Robust Link Prediction NeurIPS 2023 Co-optimization of Morphology and Behavior of Modular Robots via Hierarchical Deep Reinforcement Learning RSS 2023 APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction NeurIPS 2022 BEAT: A Large-Scale Semantic and Emotional Multi-modal Dataset for Conversational Gestures Synthesis ECCV 2022 CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning NAACL 2022 GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models NeurIPS 2022 HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding EMNLP 2022 StableMoE: Stable Routing Strategy for Mixture of Experts ACL 2022 Sustainable Online Reinforcement Learning for Auto-bidding NeurIPS 2022 XLM-E: Cross-lingual Language Model Pre-training via ELECTRA ACL 2022 4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface ICCV 2021 Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training EMNLP 2021 Consistency Regularization for Cross-Lingual Fine-Tuning ACL 2021 Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment ACL 2021 Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ACL 2020 Efficient Spatio-Temporal Recurrent Neural Network for Video Deblurring ECCV 2020 RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search (Student Abstract) AAAI 2020 Stereoscopic Flash and No-Flash Photography for Shape and Albedo Recovery CVPR 2020 An AMR Aligner Tuned by Transition-based Parser EMNLP 2018 Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation CoNLL 2018 Efficient Mechanism Design for Online Scheduling (Extended Abstract) IJCAI 2017 The HIT-SCIR System for End-to-End Parsing of Universal Dependencies CoNLL 2017 Robust 3D Features for Matching between Distorted Range Scans Captured by Moving Systems CVPR 2014 Beyond Point Clouds: Scene Understanding by Reasoning Geometry and Physics CVPR 2013