Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Evo-Retriever: LLM-Guided Curriculum Evolution with Viewpoint-Pathway Collaboration for Multimodal Document RetrievalAlibaba · arXiv (Cornell University)Mar 17Lamba: A pretrained model for latency prediction over distributed databasesAlibaba · The VLDB JournalMar 17Integrating Weather Foundation Model and Satellite to Enable Fine-Grained Solar Irradiance ForecastingAlibaba · arXiv (Cornell University)Mar 16Simple is Better: Multiplication May Be All You Need for LLM Request SchedulingAlibaba · arXiv (Cornell University)Mar 16Integrating Weather Foundation Model and Satellite to Enable Fine-Grained Solar Irradiance ForecastingAlibaba · arXiv (Cornell University)Mar 16Shopping Companion: Benchmarking and Training LLM Agents for Long-Horizon Preference-Grounded E-Commerce TasksAlibaba · arXiv (Cornell University)Mar 16Membership Inference for Contrastive Pre-training Models with Text-only PII QueriesAlibaba · arXiv (Cornell University)Mar 15Unlocking the Latent Canvas: Eliciting and Benchmarking Symbolic Visual Expression in LLMsAlibaba · arXiv (Cornell University)Mar 15StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and CompressionAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence7 citationsMar 14EasyText: Controllable Diffusion Transformer for Multilingual Text RenderingAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence6 citationsMar 14Evaluating, Synthesizing, and Enhancing for Customer Support ConversationAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsMar 14DCRNet: Delayed Conversion Modeling Based Personalized Flight Itinerary Ranking NetworkAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsMar 14LLM Collaborative Filtering: User-Item Graph as New LanguageAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsMar 14SpeakerLM: End-to-End Versatile Speaker Diarization and Recognition with Multimodal Large Language ModelsAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsMar 14Where and What Matters: Sensitivity-Aware Task Vectors for Many-Shot Multimodal In-Context LearningAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsMar 14Video SimpleQA: Towards Factuality Evaluation in Large Video Language ModelsAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsMar 14Q Cache: Visual Attention Is Valuable in Less than Half of Decode Layers for Multimodal Large Language ModelAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsMar 14MMG-Vid: Maximizing Marginal Gains at Segment-level and Token-level for Efficient Video LLMsAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsMar 14Enhancing Spatial Reasoning Through Visual and Textual ThinkingAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence1 citationMar 14AdaCuRL: Adaptive Curriculum Reinforcement Learning with Invalid Sample Mitigation and Historical RevisitingAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence1 citationMar 14Omni-Effects: Unified and Spatially-Controllable Visual Effects GenerationAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence1 citationMar 14CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory AugmentationAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence1 citationMar 14FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and GenerationAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence1 citationMar 14ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based AgentsAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence1 citationMar 14ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency ConstraintsAlibaba · Proceedings of the AAAI Conference on Artificial Intelligence1 citationMar 14