| 04/2026 | Presenting our NuRL paper (code) at ICLR 2026 in Brazil! 🇧🇷 |
| 04/2026 | We release CaOPD — calibration-aware on-policy distillation! Read the paper, check out the code and Hugging Face. |
| 04/2026 | 2 papers accepted by ACL 2026: From Passive Metric to Active Signal and Don’t Stop Early: Scalable Enterprise Deep Research. |
| 02/2026 | 2 invited talks on Building Reliable Long-horizon Agents at UCSD EnCORE Workshop and EPFL. |
| 01/2026 | 1 paper accepted by ICLR 2026: Nudging the Boundaries of LLM Reasoning. |
| 12/2025 | Attending NeurIPS 2025 in San Diego! 🇺🇸 |
| 10/2025 | We published a blog on Towards Trustworthy Enterprise Deep Research at Salesforce. |
| 08/2025 | 3 papers accepted by EMNLP 2025: R2I-Bench (Oral, Outstanding Paper Nomination), Statistical Factuality Guarantee, and Confidence-Aware Reasoning. |
| 04/2025 | 2 papers accepted by ACL 2025: SEE and Automatic Prompt Optimization Survey. |
| 03/2025 | 1 paper accepted by NAACL 2025: Gradient-guided Attention Map Editing. |
| 01/2025 | 1 paper accepted by ICLR 2025: Modality-Specialized Synergizers. |
| 10/2024 | Invited talk at NeurIPS 2024 Workshop Interpretable AI: Past, Present and Future, Vancouver, Canada 🇨🇦 |
| 10/2024 | 6 papers accepted by EMNLP 2024 (2 Oral + 4 Poster): Ski, OOK (Oral), HyQE, InterleavedEval, DCR (Oral), and SoS. See you in Miami! 🇺🇸 |
| 06/2024 | Invited talk on hallucination detection and mitigation at Intuit Open Source Meetup. |
| 05/2024 | 1 paper accepted by AISTATS 2024: Discriminant Distance-Aware Representation. See you in Valencia, Spain! 🇪🇸 |
| 03/2024 | 1 paper accepted by EACL 2024: SPUQ: Perturbation-Based Uncertainty Quantification for LLMs. |
| 11/2023 | Created two open-source repos: Awesome-LLM-Prompt-Optimization and Awesome-LLM-RAG. Welcome to contribute! |
| 10/2023 | 2 papers accepted by WACV 2024: DECDM and Image Reconstruction Uncertainty. |
| 10/2023 | 1 paper accepted by NeurIPS 2023 Workshop (SoLaR): DCR: Divide-Conquer-Reasoning. |
| 10/2023 | 1 paper accepted by EMNLP 2023: SAC3: Reliable Hallucination Detection (code). |
| 09/2023 | Patent issued: Model Based Document Image Enhancement. |
| 09/2023 | 1 paper accepted by NeurIPS 2023: Interactive Multi-fidelity Learning. |
| 03/2023 | Created Awesome-LLM-Reliability-Robustness-Safety — a curated collection of resources on reliable LLMs. |
| 02/2023 | 1 paper accepted by ICASSP 2023: Speech Privacy Leakage from Shared Gradients. |
| 12/2022 | 2 papers accepted by AAAI 2023: Accelerating Inverse Learning and AutoNF. |
| |