Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
VGGRPO: Towards World-Consistent Video Generation with 4D Latent RewardAlphabet · Lecture notes in computer science1 citationJan 1MolQuest: A Benchmark for Agentic Evaluation of Abductive Reasoning in Chemical Structure ElucidationAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1Fundamental Limits of Learning Under Erasure-Constrained Communication ChannelsMeta · IEEE Journal on Selected Areas in Information Theory1 citationJan 1Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data SelectionCohere · Findings of the Association for Computational Linguistics: EACL1 citationJan 1MAPS: A Multilingual Benchmark for Agent Performance and SecurityCohere · Findings of the Association for Computational Linguistics: EACL1 citationJan 1Redefining Retrieval Evaluation in the Era of LLMsTechnology Innovation Institute · Conference of the European Chapter of the Association for Computational Linguistics1 citationJan 1iBERT: Interpretable Embeddings via Sense DecompositionMicrosoft · Conference of the European Chapter of the Association for Computational Linguistics1 citationJan 1MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-EvolutionMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1Large Reasoning Models Struggle to Transfer Parametric Knowledge Across ScriptsAlphabet · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1Breaking the Observability Tax: Dynamic Resolution Anomaly Detection via Topology-Aware Active LLM AgentsAlphabet · IEEE Access1 citationJan 1RetroReasoner: A Reasoning LLM for Strategic Retrosynthesis PredictionLG AI Research · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1Controllable Egocentric Video Generation via Occlusion-Aware Sparse 3D Hand JointsMicrosoft · Lecture notes in computer science1 citationJan 1Perfecting AI Agent Frameworks through Unified Design PrinciplesNVIDIA · International Conference on Agents and Artificial Intelligence (ICAART)1 citationJan 1MedFeat: Model-Aware and Explainability-Driven Feature Engineering with LLMs for Tabular PredictionMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1Oracle-Based multistep strategy for solving polynomial systems over finite fields and algebraic cryptanalysis of the aradi cipherTechnology Innovation Institute · Advances in Mathematics of Communications1 citationJan 1GeoFL: A Framework for Efficient Geo-Distributed Cross-Device Federated LearningAlphabet · IEEE Transactions on Networking1 citationJan 1MaS-VQA: A Mask-and-Select Framework for Knowledge-Based Visual Question AnsweringAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1Open Rubric System: Scaling Reinforcement Learning with Pairwise Adaptive RubricAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1SurveyLens: A Discipline-Aware Benchmark for Automatic Survey GenerationAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1DIANOIA: Diagnostic Decomposition and Joint Optimization for Multi-Agent ReasoningAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1E-DIM: Federated Learning-Based Secure Autonomous Communication Through Enhanced Data Integrity MonitoringTechnology Innovation Institute · IEEE Transactions on Computational Social Systems1 citationJan 1AgenticTagger: Generating Structured Item Representation for Recommendation with LLM AgentsGoogle DeepMind · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1GryphOne: Symbol-Aware Masked Diffusion for Structural Refinement in Offline Handwritten Mathematical Expression RecognitionPreferred Networks · Lecture notes in computer science1 citationJan 1Real-Time Human and Generative AI Interaction: Network Challenges and OpportunitiesMeta · IEEE Network1 citationJan 1OS-Marathon: Benchmarking Computer-Use Agents on Vast-Horizon, Repetitive TasksMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1