Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Xtrace: High-Fidelity GPU Intra-Kernel Tracing via Binary-Level Instruction SplicingMeta · arXiv (Cornell University)Sep 23Stochastic Inertial Krasnosel'skii-Mann Iteration Achieves Near-Optimal Sample ComplexityMeta · arXiv (Cornell University)Sep 22CHiME-9 ECHI: A Machine Learning Challenge for Enhancing Conversations to Address Hearing ImpairmentMeta · arXiv (Cornell University)Sep 22From Offline Proxies to Online Decisions: A Layered Engagement Evaluation Framework for Conversational AIMeta · arXiv (Cornell University)Sep 21LD-RSVIS: A Large-Scale and Diverse Benchmark for Referring Surgical Video Instrument SegmentationMeta · arXiv (Cornell University)Sep 19CIBuzzBench: A Benchmark for Cross-Lingual Understanding of Chinese Internet BuzzwordsMeta · arXiv (Cornell University)Sep 18I'll Keep an Ear Out: Teaching AudioLLMs Proactive Audio AssistanceMeta · arXiv (Cornell University)Sep 18Hybrid GPU-CPU Retrieval for Personalized Search at Ultra-Large ScaleMeta · arXiv (Cornell University)Sep 18DRT: Dense Reasoning Trace for Efficient and Grounded Multimodal ReasoningMeta · arXiv (Cornell University)Sep 18Verify, Don't Trust: Agentic Model Development for Video Discovery Retrieval at ScaleMeta · arXiv (Cornell University)Sep 18LIGE-GR: A Smooth Leap from Ranking to Generative Recommendation in the LLM EraMeta · arXiv (Cornell University)Sep 16SVMemAgent: A Streaming Video Memory Agent for Query-Agnostic Online Frame SelectionMeta · arXiv (Cornell University)Sep 16PCap: Personalized Retrieval-Stage Diversity Capping in Facebook MarketplaceMeta · arXiv (Cornell University)Sep 15Self-Evolving Memory for Generative RecommendationMeta · arXiv (Cornell University)Sep 14MP-Bench: Evaluating Voice Agents as a Multiparty Conversation ParticipantMeta · arXiv (Cornell University)Sep 11Taming Bitwise Behavior in GPU Kernels with Tensor Core: Black-Box Reconstruction, Compiler Enforcement, and Static VerificationMeta · arXiv (Cornell University)Sep 10Harnessing Trust in Directed Graphs: Redefining Robustness of Graph LearningMeta · ACM Transactions on Knowledge Discovery from DataSep 10Agentic ML Exploration (A-MLE) for Ads RankingMeta · arXiv (Cornell University)Sep 8IPGeoAI: Transformer-Based Geolocation with LLM Semantic FusionMeta · arXiv (Cornell University)Sep 3The Safety Relay in Roleplay Jailbreaks: A Component-Resolved Causal Analysis of Harm Recognition and RefusalMeta · arXiv (Cornell University)Aug 31Dense soccer video captioning with global context and player position awarenessMeta · Scientific ReportsAug 30Early-time sound field reconstruction from binaural room impulse responses and perceptual evaluation in auditory augmented realityMeta · EURASIP Journal on Audio Speech and Music ProcessingAug 27Towards Scaling Reinforcement Learning to Massive Populations: Learning Mean-Field RepresentationsMeta · arXiv (Cornell University)Aug 26ProofEvolve: Neuro-Symbolic Evolution for Formal Automated Theorem ProvingMeta · arXiv (Cornell University)Aug 26Kale: A Transformation-Safe Spreadsheet SystemMeta · arXiv (Cornell University)Aug 26